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Browse files- README.md +37 -0
- added_tokens.json +237 -0
- checkpoint-205/config.json +42 -0
- checkpoint-205/model.safetensors +3 -0
- checkpoint-205/optimizer.pt +3 -0
- checkpoint-205/rng_state.pth +3 -0
- checkpoint-205/scheduler.pt +3 -0
- checkpoint-205/trainer_state.json +825 -0
- checkpoint-205/training_args.bin +3 -0
- config.json +42 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/May20_00-44-53_r-lomov-climatestrategy-8f33k5u3-56b04-5nda0/events.out.tfevents.1716165894.r-lomov-climatestrategy-8f33k5u3-56b04-5nda0.75.0 +2 -2
- runs/May20_00-44-53_r-lomov-climatestrategy-8f33k5u3-56b04-5nda0/events.out.tfevents.1716165941.r-lomov-climatestrategy-8f33k5u3-56b04-5nda0.75.1 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1937 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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widget:
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- text: "I love AutoTrain"
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datasets:
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- strategydisofrisksv1/autotrain-data
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 0.15990132093429565
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f1_macro: 0.974930590799176
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f1_micro: 0.975609756097561
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f1_weighted: 0.9752584323168365
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precision_macro: 0.9767316017316017
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precision_micro: 0.975609756097561
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precision_weighted: 0.9767447999155316
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recall_macro: 0.975
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recall_micro: 0.975609756097561
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recall_weighted: 0.975609756097561
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accuracy: 0.975609756097561
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added_tokens.json
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| 1 |
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{
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"+/-": 50403,
|
| 3 |
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"2021": 50328,
|
| 4 |
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"2030": 50417,
|
| 5 |
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"2050": 50487,
|
| 6 |
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"CH4": 50354,
|
| 7 |
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"CO2": 50265,
|
| 8 |
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"Committee": 50410,
|
| 9 |
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"GHG": 50397,
|
| 10 |
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"N2O": 50382,
|
| 11 |
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"achieve": 50437,
|
| 12 |
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"across": 50277,
|
| 13 |
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"activities": 50317,
|
| 14 |
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"adaptation": 50377,
|
| 15 |
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"addition": 50303,
|
| 16 |
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"additional": 50444,
|
| 17 |
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"affect": 50438,
|
| 18 |
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"agreement": 50464,
|
| 19 |
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"agricultural": 50395,
|
| 20 |
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"already": 50435,
|
| 21 |
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"analyses": 50485,
|
| 22 |
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"annual": 50287,
|
| 23 |
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"applied": 50360,
|
| 24 |
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"approach": 50290,
|
| 25 |
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"areas": 50275,
|
| 26 |
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"assess": 50430,
|
| 27 |
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"assessment": 50345,
|
| 28 |
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"atmosphere": 50341,
|
| 29 |
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"atmospheric": 50310,
|
| 30 |
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"basis": 50372,
|
| 31 |
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"become": 50394,
|
| 32 |
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"benefits": 50402,
|
| 33 |
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"biomass": 50314,
|
| 34 |
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"capture": 50379,
|
| 35 |
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"caused": 50389,
|
| 36 |
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"challenges": 50404,
|
| 37 |
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"characteristics": 50420,
|
| 38 |
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"climatic": 50319,
|
| 39 |
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"coastal": 50393,
|
| 40 |
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"combined": 50451,
|
| 41 |
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"communities": 50318,
|
| 42 |
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"companies": 50312,
|
| 43 |
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"compared": 50282,
|
| 44 |
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"composition": 50418,
|
| 45 |
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"concentration": 50357,
|
| 46 |
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|
| 47 |
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"conditions": 50272,
|
| 48 |
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"conducted": 50439,
|
| 49 |
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"conservation": 50458,
|
| 50 |
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"considered": 50339,
|
| 51 |
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"consistent": 50494,
|
| 52 |
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"construction": 50445,
|
| 53 |
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"consumption": 50307,
|
| 54 |
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"contribute": 50498,
|
| 55 |
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"contribution": 50468,
|
| 56 |
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"costs": 50326,
|
| 57 |
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"countries": 50283,
|
| 58 |
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"crisis": 50499,
|
| 59 |
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"customers": 50358,
|
| 60 |
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"decades": 50495,
|
| 61 |
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"decision": 50452,
|
| 62 |
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"decrease": 50367,
|
| 63 |
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"decreased": 50396,
|
| 64 |
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"degrees": 50276,
|
| 65 |
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"delta": 50433,
|
| 66 |
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"determine": 50480,
|
| 67 |
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"determined": 50455,
|
| 68 |
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"developing": 50412,
|
| 69 |
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"differences": 50375,
|
| 70 |
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"dioxide": 50346,
|
| 71 |
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"distribution": 50296,
|
| 72 |
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"diversity": 50431,
|
| 73 |
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"drought": 50336,
|
| 74 |
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"dynamics": 50390,
|
| 75 |
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"ecological": 50401,
|
| 76 |
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"economy": 50338,
|
| 77 |
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"ecosystem": 50333,
|
| 78 |
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"ecosystems": 50384,
|
| 79 |
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"efforts": 50392,
|
| 80 |
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"electricity": 50315,
|
| 81 |
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"emission": 50279,
|
| 82 |
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"emissions": 50266,
|
| 83 |
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"employees": 50419,
|
| 84 |
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"ensure": 50449,
|
| 85 |
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"environmental": 50269,
|
| 86 |
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"estimate": 50459,
|
| 87 |
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"estimated": 50362,
|
| 88 |
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"estimates": 50408,
|
| 89 |
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"factors": 50292,
|
| 90 |
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"findings": 50492,
|
| 91 |
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"flood": 50363,
|
| 92 |
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"flux": 50476,
|
| 93 |
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"fluxes": 50491,
|
| 94 |
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"following": 50369,
|
| 95 |
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"forests": 50406,
|
| 96 |
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"fossil": 50348,
|
| 97 |
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"fuels": 50424,
|
| 98 |
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"further": 50301,
|
| 99 |
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"gases": 50471,
|
| 100 |
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"greater": 50368,
|
| 101 |
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"greenhouse": 50289,
|
| 102 |
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"however": 50454,
|
| 103 |
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"hydrogen": 50376,
|
| 104 |
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"identify": 50460,
|
| 105 |
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"impacts": 50281,
|
| 106 |
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"importance": 50414,
|
| 107 |
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"included": 50434,
|
| 108 |
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"increase": 50271,
|
| 109 |
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"increased": 50274,
|
| 110 |
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"increases": 50361,
|
| 111 |
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"indicate": 50388,
|
| 112 |
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"industry": 50306,
|
| 113 |
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"influence": 50329,
|
| 114 |
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"infrastructure": 50425,
|
| 115 |
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"integrated": 50483,
|
| 116 |
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"investigated": 50385,
|
| 117 |
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"investment": 50321,
|
| 118 |
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"investments": 50466,
|
| 119 |
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"least": 50429,
|
| 120 |
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"losses": 50462,
|
| 121 |
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"mainly": 50399,
|
| 122 |
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"materials": 50398,
|
| 123 |
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"means": 50486,
|
| 124 |
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"measured": 50364,
|
| 125 |
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"measurements": 50422,
|
| 126 |
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"methane": 50359,
|
| 127 |
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"methods": 50378,
|
| 128 |
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"mitigation": 50457,
|
| 129 |
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"moisture": 50493,
|
| 130 |
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"monitoring": 50465,
|
| 131 |
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"nitrogen": 50405,
|
| 132 |
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"northern": 50446,
|
| 133 |
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"observations": 50461,
|
| 134 |
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"observed": 50293,
|
| 135 |
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"obtained": 50391,
|
| 136 |
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"ocean": 50347,
|
| 137 |
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"operating": 50440,
|
| 138 |
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"operations": 50374,
|
| 139 |
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"opportunities": 50469,
|
| 140 |
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"overall": 50426,
|
| 141 |
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"pandemic": 50490,
|
| 142 |
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"parameters": 50383,
|
| 143 |
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"particular": 50413,
|
| 144 |
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"patterns": 50349,
|
| 145 |
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"performed": 50497,
|
| 146 |
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"periods": 50432,
|
| 147 |
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"planning": 50473,
|
| 148 |
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"plans": 50423,
|
| 149 |
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"plants": 50313,
|
| 150 |
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"policies": 50355,
|
| 151 |
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"pollution": 50467,
|
| 152 |
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"populations": 50441,
|
| 153 |
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"possible": 50332,
|
| 154 |
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"potential": 50273,
|
| 155 |
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"practices": 50453,
|
| 156 |
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"precipitation": 50280,
|
| 157 |
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"presented": 50428,
|
| 158 |
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"previous": 50482,
|
| 159 |
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"processes": 50291,
|
| 160 |
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"productivity": 50463,
|
| 161 |
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"proposed": 50370,
|
| 162 |
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"provide": 50285,
|
| 163 |
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"provides": 50373,
|
| 164 |
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"rainfall": 50323,
|
| 165 |
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"ratio": 50416,
|
| 166 |
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"recovery": 50450,
|
| 167 |
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"reduce": 50288,
|
| 168 |
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"reduced": 50327,
|
| 169 |
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"reducing": 50381,
|
| 170 |
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"reduction": 50286,
|
| 171 |
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"regional": 50308,
|
| 172 |
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"regions": 50302,
|
| 173 |
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"relationship": 50400,
|
| 174 |
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"relatively": 50484,
|
| 175 |
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"renewable": 50294,
|
| 176 |
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"requirements": 50477,
|
| 177 |
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"respectively": 50316,
|
| 178 |
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"responses": 50427,
|
| 179 |
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"resulting": 50456,
|
| 180 |
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"risks": 50309,
|
| 181 |
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"scenario": 50421,
|
| 182 |
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"scenarios": 50334,
|
| 183 |
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"seasonal": 50411,
|
| 184 |
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"sediment": 50475,
|
| 185 |
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"several": 50342,
|
| 186 |
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"shares": 50474,
|
| 187 |
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"showed": 50304,
|
| 188 |
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"significantly": 50299,
|
| 189 |
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"simulations": 50470,
|
| 190 |
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"snow": 50496,
|
| 191 |
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"soil": 50270,
|
| 192 |
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"soils": 50448,
|
| 193 |
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"solar": 50320,
|
| 194 |
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"solutions": 50351,
|
| 195 |
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"sources": 50331,
|
| 196 |
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"southern": 50481,
|
| 197 |
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"spatial": 50322,
|
| 198 |
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"statements": 50472,
|
| 199 |
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"strategies": 50387,
|
| 200 |
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"strategy": 50353,
|
| 201 |
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"structure": 50337,
|
| 202 |
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"studied": 50443,
|
| 203 |
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"studies": 50297,
|
| 204 |
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"summer": 50335,
|
| 205 |
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"supply": 50311,
|
| 206 |
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"sustainability": 50325,
|
| 207 |
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"sustainable": 50284,
|
| 208 |
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"systems": 50278,
|
| 209 |
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"targets": 50436,
|
| 210 |
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"technologies": 50343,
|
| 211 |
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"temperature": 50268,
|
| 212 |
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"temperatures": 50295,
|
| 213 |
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"temporal": 50479,
|
| 214 |
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"thermal": 50365,
|
| 215 |
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"towards": 50409,
|
| 216 |
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"transition": 50344,
|
| 217 |
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"transport": 50352,
|
| 218 |
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"trees": 50478,
|
| 219 |
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"trend": 50407,
|
| 220 |
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"trends": 50371,
|
| 221 |
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"tropical": 50415,
|
| 222 |
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"uncertainty": 50489,
|
| 223 |
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"understanding": 50356,
|
| 224 |
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"variability": 50298,
|
| 225 |
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"variables": 50447,
|
| 226 |
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"variation": 50380,
|
| 227 |
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"variations": 50442,
|
| 228 |
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"various": 50340,
|
| 229 |
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"vegetation": 50330,
|
| 230 |
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"waste": 50350,
|
| 231 |
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"yield": 50386,
|
| 232 |
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"–": 50300,
|
| 233 |
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"’": 50267,
|
| 234 |
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"“": 50305,
|
| 235 |
+
"”": 50488,
|
| 236 |
+
"•": 50324
|
| 237 |
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}
|
checkpoint-205/config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "climatebert/distilroberta-base-climate-f",
|
| 3 |
+
"_num_labels": 4,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"RobertaForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
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"bos_token_id": 0,
|
| 9 |
+
"classifier_dropout": null,
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"gradient_checkpointing": false,
|
| 12 |
+
"hidden_act": "gelu",
|
| 13 |
+
"hidden_dropout_prob": 0.1,
|
| 14 |
+
"hidden_size": 768,
|
| 15 |
+
"id2label": {
|
| 16 |
+
"0": "NO",
|
| 17 |
+
"1": "Physical climate risks",
|
| 18 |
+
"2": "Time Horizons of Risks",
|
| 19 |
+
"3": "Transition risks"
|
| 20 |
+
},
|
| 21 |
+
"initializer_range": 0.02,
|
| 22 |
+
"intermediate_size": 3072,
|
| 23 |
+
"label2id": {
|
| 24 |
+
"NO": 0,
|
| 25 |
+
"Physical climate risks": 1,
|
| 26 |
+
"Time Horizons of Risks": 2,
|
| 27 |
+
"Transition risks": 3
|
| 28 |
+
},
|
| 29 |
+
"layer_norm_eps": 1e-05,
|
| 30 |
+
"max_position_embeddings": 514,
|
| 31 |
+
"model_type": "roberta",
|
| 32 |
+
"num_attention_heads": 12,
|
| 33 |
+
"num_hidden_layers": 6,
|
| 34 |
+
"pad_token_id": 1,
|
| 35 |
+
"position_embedding_type": "absolute",
|
| 36 |
+
"problem_type": "single_label_classification",
|
| 37 |
+
"torch_dtype": "float32",
|
| 38 |
+
"transformers_version": "4.40.1",
|
| 39 |
+
"type_vocab_size": 1,
|
| 40 |
+
"use_cache": true,
|
| 41 |
+
"vocab_size": 50500
|
| 42 |
+
}
|
checkpoint-205/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:0bca67b6bc54d56b817afc8e15b3d1043bc9f2bc81bfbbc61753e700f83409ab
|
| 3 |
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size 329220352
|
checkpoint-205/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 658503738
|
checkpoint-205/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 3 |
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size 14244
|
checkpoint-205/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:17075f13241cc3248d166b410399c9b2dd7a3bf3d28c0e5190b74f91ea4c4bcb
|
| 3 |
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size 1064
|
checkpoint-205/trainer_state.json
ADDED
|
@@ -0,0 +1,825 @@
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|
|
|
|
|
| 1 |
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{
|
| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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|
| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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|
| 27 |
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| 28 |
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|
| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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|
| 35 |
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| 36 |
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|
| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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|
| 77 |
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| 78 |
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 84 |
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|
| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 94 |
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| 95 |
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| 96 |
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| 97 |
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| 98 |
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| 99 |
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| 100 |
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| 101 |
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| 102 |
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| 103 |
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| 104 |
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| 105 |
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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| 115 |
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| 116 |
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| 117 |
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| 118 |
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| 119 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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| 126 |
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| 127 |
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| 128 |
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| 129 |
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 136 |
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| 137 |
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| 138 |
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| 139 |
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| 140 |
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| 141 |
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| 142 |
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| 143 |
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| 144 |
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| 145 |
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| 146 |
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| 147 |
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| 148 |
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| 149 |
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| 150 |
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| 151 |
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| 153 |
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| 154 |
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| 155 |
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| 156 |
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| 157 |
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| 158 |
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| 159 |
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| 160 |
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| 161 |
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| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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| 170 |
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| 171 |
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| 173 |
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| 174 |
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| 175 |
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| 176 |
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| 178 |
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| 179 |
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| 180 |
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| 181 |
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| 182 |
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| 183 |
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| 184 |
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| 186 |
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| 187 |
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| 188 |
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| 189 |
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| 190 |
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| 191 |
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| 192 |
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| 194 |
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| 195 |
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| 196 |
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| 197 |
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| 198 |
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| 199 |
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| 202 |
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| 203 |
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| 205 |
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| 206 |
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| 207 |
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| 210 |
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| 211 |
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| 212 |
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| 213 |
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| 214 |
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| 215 |
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| 216 |
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| 217 |
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| 218 |
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| 219 |
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| 220 |
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| 221 |
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|
| 222 |
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| 223 |
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| 224 |
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| 225 |
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| 226 |
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| 227 |
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| 228 |
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| 229 |
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| 230 |
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| 231 |
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| 232 |
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| 233 |
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| 234 |
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| 235 |
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| 236 |
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| 237 |
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| 238 |
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| 239 |
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| 240 |
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| 242 |
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| 245 |
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| 246 |
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| 247 |
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| 253 |
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| 254 |
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| 259 |
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| 261 |
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| 262 |
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| 263 |
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| 269 |
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| 270 |
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| 274 |
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| 277 |
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| 278 |
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|
| 286 |
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| 309 |
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| 314 |
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| 315 |
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| 317 |
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| 318 |
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| 322 |
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| 325 |
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| 341 |
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| 346 |
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| 347 |
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| 348 |
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| 349 |
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|
| 350 |
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| 351 |
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| 354 |
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| 357 |
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| 365 |
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| 382 |
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| 386 |
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| 389 |
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|
| 390 |
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| 394 |
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| 395 |
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|
| 396 |
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| 397 |
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| 398 |
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| 400 |
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| 401 |
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| 402 |
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| 403 |
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| 404 |
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|
| 405 |
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|
| 406 |
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| 407 |
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|
| 408 |
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| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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|
| 413 |
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|
| 414 |
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| 415 |
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| 416 |
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| 417 |
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| 418 |
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| 419 |
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| 420 |
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| 421 |
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| 422 |
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| 423 |
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| 426 |
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| 428 |
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| 429 |
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| 434 |
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| 435 |
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| 437 |
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| 438 |
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| 440 |
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| 445 |
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| 450 |
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| 453 |
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| 458 |
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| 459 |
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| 460 |
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| 461 |
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| 462 |
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| 466 |
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| 467 |
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| 468 |
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| 469 |
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| 470 |
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| 471 |
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| 474 |
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| 475 |
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| 476 |
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| 477 |
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| 478 |
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| 479 |
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| 480 |
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| 482 |
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| 483 |
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| 484 |
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| 485 |
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| 486 |
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| 487 |
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| 488 |
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| 490 |
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| 491 |
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| 492 |
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| 493 |
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| 494 |
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| 496 |
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| 498 |
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| 501 |
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| 502 |
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| 503 |
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| 506 |
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| 507 |
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| 509 |
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| 510 |
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| 511 |
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| 514 |
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| 516 |
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| 517 |
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| 518 |
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| 519 |
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| 522 |
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| 523 |
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| 524 |
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| 525 |
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| 526 |
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| 527 |
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| 528 |
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| 530 |
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| 531 |
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| 532 |
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| 533 |
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| 534 |
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| 535 |
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| 536 |
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| 538 |
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| 539 |
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| 540 |
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| 541 |
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| 542 |
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| 543 |
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| 544 |
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| 545 |
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| 546 |
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| 547 |
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| 548 |
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| 549 |
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| 550 |
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| 551 |
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| 552 |
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| 554 |
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| 555 |
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| 556 |
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| 557 |
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| 560 |
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| 562 |
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| 564 |
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| 565 |
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| 566 |
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| 567 |
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| 568 |
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| 570 |
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| 573 |
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| 574 |
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| 577 |
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| 587 |
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| 589 |
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| 590 |
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| 594 |
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| 595 |
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| 597 |
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| 598 |
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| 599 |
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| 600 |
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| 602 |
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| 603 |
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| 605 |
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| 606 |
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| 607 |
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| 608 |
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| 610 |
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| 611 |
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| 612 |
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| 613 |
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| 614 |
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| 615 |
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| 616 |
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| 617 |
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| 618 |
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| 620 |
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| 621 |
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| 622 |
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| 623 |
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| 624 |
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| 627 |
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| 628 |
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| 629 |
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| 630 |
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| 631 |
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| 634 |
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| 636 |
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| 637 |
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| 645 |
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| 701 |
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| 710 |
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| 721 |
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| 722 |
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| 723 |
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| 724 |
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| 725 |
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| 726 |
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| 727 |
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| 733 |
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| 734 |
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| 755 |
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| 757 |
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| 758 |
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| 759 |
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| 760 |
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| 797 |
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| 798 |
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| 799 |
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| 800 |
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| 813 |
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| 814 |
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| 820 |
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| 821 |
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| 823 |
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| 829 |
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| 830 |
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| 841 |
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| 859 |
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| 860 |
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| 861 |
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| 867 |
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| 869 |
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| 875 |
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| 877 |
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| 884 |
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"50370": {
|
| 885 |
+
"content": "proposed",
|
| 886 |
+
"lstrip": false,
|
| 887 |
+
"normalized": true,
|
| 888 |
+
"rstrip": false,
|
| 889 |
+
"single_word": false,
|
| 890 |
+
"special": false
|
| 891 |
+
},
|
| 892 |
+
"50371": {
|
| 893 |
+
"content": "trends",
|
| 894 |
+
"lstrip": false,
|
| 895 |
+
"normalized": true,
|
| 896 |
+
"rstrip": false,
|
| 897 |
+
"single_word": false,
|
| 898 |
+
"special": false
|
| 899 |
+
},
|
| 900 |
+
"50372": {
|
| 901 |
+
"content": "basis",
|
| 902 |
+
"lstrip": false,
|
| 903 |
+
"normalized": true,
|
| 904 |
+
"rstrip": false,
|
| 905 |
+
"single_word": false,
|
| 906 |
+
"special": false
|
| 907 |
+
},
|
| 908 |
+
"50373": {
|
| 909 |
+
"content": "provides",
|
| 910 |
+
"lstrip": false,
|
| 911 |
+
"normalized": true,
|
| 912 |
+
"rstrip": false,
|
| 913 |
+
"single_word": false,
|
| 914 |
+
"special": false
|
| 915 |
+
},
|
| 916 |
+
"50374": {
|
| 917 |
+
"content": "operations",
|
| 918 |
+
"lstrip": false,
|
| 919 |
+
"normalized": true,
|
| 920 |
+
"rstrip": false,
|
| 921 |
+
"single_word": false,
|
| 922 |
+
"special": false
|
| 923 |
+
},
|
| 924 |
+
"50375": {
|
| 925 |
+
"content": "differences",
|
| 926 |
+
"lstrip": false,
|
| 927 |
+
"normalized": true,
|
| 928 |
+
"rstrip": false,
|
| 929 |
+
"single_word": false,
|
| 930 |
+
"special": false
|
| 931 |
+
},
|
| 932 |
+
"50376": {
|
| 933 |
+
"content": "hydrogen",
|
| 934 |
+
"lstrip": false,
|
| 935 |
+
"normalized": true,
|
| 936 |
+
"rstrip": false,
|
| 937 |
+
"single_word": false,
|
| 938 |
+
"special": false
|
| 939 |
+
},
|
| 940 |
+
"50377": {
|
| 941 |
+
"content": "adaptation",
|
| 942 |
+
"lstrip": false,
|
| 943 |
+
"normalized": true,
|
| 944 |
+
"rstrip": false,
|
| 945 |
+
"single_word": false,
|
| 946 |
+
"special": false
|
| 947 |
+
},
|
| 948 |
+
"50378": {
|
| 949 |
+
"content": "methods",
|
| 950 |
+
"lstrip": false,
|
| 951 |
+
"normalized": true,
|
| 952 |
+
"rstrip": false,
|
| 953 |
+
"single_word": false,
|
| 954 |
+
"special": false
|
| 955 |
+
},
|
| 956 |
+
"50379": {
|
| 957 |
+
"content": "capture",
|
| 958 |
+
"lstrip": false,
|
| 959 |
+
"normalized": true,
|
| 960 |
+
"rstrip": false,
|
| 961 |
+
"single_word": false,
|
| 962 |
+
"special": false
|
| 963 |
+
},
|
| 964 |
+
"50380": {
|
| 965 |
+
"content": "variation",
|
| 966 |
+
"lstrip": false,
|
| 967 |
+
"normalized": true,
|
| 968 |
+
"rstrip": false,
|
| 969 |
+
"single_word": false,
|
| 970 |
+
"special": false
|
| 971 |
+
},
|
| 972 |
+
"50381": {
|
| 973 |
+
"content": "reducing",
|
| 974 |
+
"lstrip": false,
|
| 975 |
+
"normalized": true,
|
| 976 |
+
"rstrip": false,
|
| 977 |
+
"single_word": false,
|
| 978 |
+
"special": false
|
| 979 |
+
},
|
| 980 |
+
"50382": {
|
| 981 |
+
"content": "N2O",
|
| 982 |
+
"lstrip": false,
|
| 983 |
+
"normalized": true,
|
| 984 |
+
"rstrip": false,
|
| 985 |
+
"single_word": false,
|
| 986 |
+
"special": false
|
| 987 |
+
},
|
| 988 |
+
"50383": {
|
| 989 |
+
"content": "parameters",
|
| 990 |
+
"lstrip": false,
|
| 991 |
+
"normalized": true,
|
| 992 |
+
"rstrip": false,
|
| 993 |
+
"single_word": false,
|
| 994 |
+
"special": false
|
| 995 |
+
},
|
| 996 |
+
"50384": {
|
| 997 |
+
"content": "ecosystems",
|
| 998 |
+
"lstrip": false,
|
| 999 |
+
"normalized": true,
|
| 1000 |
+
"rstrip": false,
|
| 1001 |
+
"single_word": false,
|
| 1002 |
+
"special": false
|
| 1003 |
+
},
|
| 1004 |
+
"50385": {
|
| 1005 |
+
"content": "investigated",
|
| 1006 |
+
"lstrip": false,
|
| 1007 |
+
"normalized": true,
|
| 1008 |
+
"rstrip": false,
|
| 1009 |
+
"single_word": false,
|
| 1010 |
+
"special": false
|
| 1011 |
+
},
|
| 1012 |
+
"50386": {
|
| 1013 |
+
"content": "yield",
|
| 1014 |
+
"lstrip": false,
|
| 1015 |
+
"normalized": true,
|
| 1016 |
+
"rstrip": false,
|
| 1017 |
+
"single_word": false,
|
| 1018 |
+
"special": false
|
| 1019 |
+
},
|
| 1020 |
+
"50387": {
|
| 1021 |
+
"content": "strategies",
|
| 1022 |
+
"lstrip": false,
|
| 1023 |
+
"normalized": true,
|
| 1024 |
+
"rstrip": false,
|
| 1025 |
+
"single_word": false,
|
| 1026 |
+
"special": false
|
| 1027 |
+
},
|
| 1028 |
+
"50388": {
|
| 1029 |
+
"content": "indicate",
|
| 1030 |
+
"lstrip": false,
|
| 1031 |
+
"normalized": true,
|
| 1032 |
+
"rstrip": false,
|
| 1033 |
+
"single_word": false,
|
| 1034 |
+
"special": false
|
| 1035 |
+
},
|
| 1036 |
+
"50389": {
|
| 1037 |
+
"content": "caused",
|
| 1038 |
+
"lstrip": false,
|
| 1039 |
+
"normalized": true,
|
| 1040 |
+
"rstrip": false,
|
| 1041 |
+
"single_word": false,
|
| 1042 |
+
"special": false
|
| 1043 |
+
},
|
| 1044 |
+
"50390": {
|
| 1045 |
+
"content": "dynamics",
|
| 1046 |
+
"lstrip": false,
|
| 1047 |
+
"normalized": true,
|
| 1048 |
+
"rstrip": false,
|
| 1049 |
+
"single_word": false,
|
| 1050 |
+
"special": false
|
| 1051 |
+
},
|
| 1052 |
+
"50391": {
|
| 1053 |
+
"content": "obtained",
|
| 1054 |
+
"lstrip": false,
|
| 1055 |
+
"normalized": true,
|
| 1056 |
+
"rstrip": false,
|
| 1057 |
+
"single_word": false,
|
| 1058 |
+
"special": false
|
| 1059 |
+
},
|
| 1060 |
+
"50392": {
|
| 1061 |
+
"content": "efforts",
|
| 1062 |
+
"lstrip": false,
|
| 1063 |
+
"normalized": true,
|
| 1064 |
+
"rstrip": false,
|
| 1065 |
+
"single_word": false,
|
| 1066 |
+
"special": false
|
| 1067 |
+
},
|
| 1068 |
+
"50393": {
|
| 1069 |
+
"content": "coastal",
|
| 1070 |
+
"lstrip": false,
|
| 1071 |
+
"normalized": true,
|
| 1072 |
+
"rstrip": false,
|
| 1073 |
+
"single_word": false,
|
| 1074 |
+
"special": false
|
| 1075 |
+
},
|
| 1076 |
+
"50394": {
|
| 1077 |
+
"content": "become",
|
| 1078 |
+
"lstrip": false,
|
| 1079 |
+
"normalized": true,
|
| 1080 |
+
"rstrip": false,
|
| 1081 |
+
"single_word": false,
|
| 1082 |
+
"special": false
|
| 1083 |
+
},
|
| 1084 |
+
"50395": {
|
| 1085 |
+
"content": "agricultural",
|
| 1086 |
+
"lstrip": false,
|
| 1087 |
+
"normalized": true,
|
| 1088 |
+
"rstrip": false,
|
| 1089 |
+
"single_word": false,
|
| 1090 |
+
"special": false
|
| 1091 |
+
},
|
| 1092 |
+
"50396": {
|
| 1093 |
+
"content": "decreased",
|
| 1094 |
+
"lstrip": false,
|
| 1095 |
+
"normalized": true,
|
| 1096 |
+
"rstrip": false,
|
| 1097 |
+
"single_word": false,
|
| 1098 |
+
"special": false
|
| 1099 |
+
},
|
| 1100 |
+
"50397": {
|
| 1101 |
+
"content": "GHG",
|
| 1102 |
+
"lstrip": false,
|
| 1103 |
+
"normalized": true,
|
| 1104 |
+
"rstrip": false,
|
| 1105 |
+
"single_word": false,
|
| 1106 |
+
"special": false
|
| 1107 |
+
},
|
| 1108 |
+
"50398": {
|
| 1109 |
+
"content": "materials",
|
| 1110 |
+
"lstrip": false,
|
| 1111 |
+
"normalized": true,
|
| 1112 |
+
"rstrip": false,
|
| 1113 |
+
"single_word": false,
|
| 1114 |
+
"special": false
|
| 1115 |
+
},
|
| 1116 |
+
"50399": {
|
| 1117 |
+
"content": "mainly",
|
| 1118 |
+
"lstrip": false,
|
| 1119 |
+
"normalized": true,
|
| 1120 |
+
"rstrip": false,
|
| 1121 |
+
"single_word": false,
|
| 1122 |
+
"special": false
|
| 1123 |
+
},
|
| 1124 |
+
"50400": {
|
| 1125 |
+
"content": "relationship",
|
| 1126 |
+
"lstrip": false,
|
| 1127 |
+
"normalized": true,
|
| 1128 |
+
"rstrip": false,
|
| 1129 |
+
"single_word": false,
|
| 1130 |
+
"special": false
|
| 1131 |
+
},
|
| 1132 |
+
"50401": {
|
| 1133 |
+
"content": "ecological",
|
| 1134 |
+
"lstrip": false,
|
| 1135 |
+
"normalized": true,
|
| 1136 |
+
"rstrip": false,
|
| 1137 |
+
"single_word": false,
|
| 1138 |
+
"special": false
|
| 1139 |
+
},
|
| 1140 |
+
"50402": {
|
| 1141 |
+
"content": "benefits",
|
| 1142 |
+
"lstrip": false,
|
| 1143 |
+
"normalized": true,
|
| 1144 |
+
"rstrip": false,
|
| 1145 |
+
"single_word": false,
|
| 1146 |
+
"special": false
|
| 1147 |
+
},
|
| 1148 |
+
"50403": {
|
| 1149 |
+
"content": "+/-",
|
| 1150 |
+
"lstrip": false,
|
| 1151 |
+
"normalized": true,
|
| 1152 |
+
"rstrip": false,
|
| 1153 |
+
"single_word": false,
|
| 1154 |
+
"special": false
|
| 1155 |
+
},
|
| 1156 |
+
"50404": {
|
| 1157 |
+
"content": "challenges",
|
| 1158 |
+
"lstrip": false,
|
| 1159 |
+
"normalized": true,
|
| 1160 |
+
"rstrip": false,
|
| 1161 |
+
"single_word": false,
|
| 1162 |
+
"special": false
|
| 1163 |
+
},
|
| 1164 |
+
"50405": {
|
| 1165 |
+
"content": "nitrogen",
|
| 1166 |
+
"lstrip": false,
|
| 1167 |
+
"normalized": true,
|
| 1168 |
+
"rstrip": false,
|
| 1169 |
+
"single_word": false,
|
| 1170 |
+
"special": false
|
| 1171 |
+
},
|
| 1172 |
+
"50406": {
|
| 1173 |
+
"content": "forests",
|
| 1174 |
+
"lstrip": false,
|
| 1175 |
+
"normalized": true,
|
| 1176 |
+
"rstrip": false,
|
| 1177 |
+
"single_word": false,
|
| 1178 |
+
"special": false
|
| 1179 |
+
},
|
| 1180 |
+
"50407": {
|
| 1181 |
+
"content": "trend",
|
| 1182 |
+
"lstrip": false,
|
| 1183 |
+
"normalized": true,
|
| 1184 |
+
"rstrip": false,
|
| 1185 |
+
"single_word": false,
|
| 1186 |
+
"special": false
|
| 1187 |
+
},
|
| 1188 |
+
"50408": {
|
| 1189 |
+
"content": "estimates",
|
| 1190 |
+
"lstrip": false,
|
| 1191 |
+
"normalized": true,
|
| 1192 |
+
"rstrip": false,
|
| 1193 |
+
"single_word": false,
|
| 1194 |
+
"special": false
|
| 1195 |
+
},
|
| 1196 |
+
"50409": {
|
| 1197 |
+
"content": "towards",
|
| 1198 |
+
"lstrip": false,
|
| 1199 |
+
"normalized": true,
|
| 1200 |
+
"rstrip": false,
|
| 1201 |
+
"single_word": false,
|
| 1202 |
+
"special": false
|
| 1203 |
+
},
|
| 1204 |
+
"50410": {
|
| 1205 |
+
"content": "Committee",
|
| 1206 |
+
"lstrip": false,
|
| 1207 |
+
"normalized": true,
|
| 1208 |
+
"rstrip": false,
|
| 1209 |
+
"single_word": false,
|
| 1210 |
+
"special": false
|
| 1211 |
+
},
|
| 1212 |
+
"50411": {
|
| 1213 |
+
"content": "seasonal",
|
| 1214 |
+
"lstrip": false,
|
| 1215 |
+
"normalized": true,
|
| 1216 |
+
"rstrip": false,
|
| 1217 |
+
"single_word": false,
|
| 1218 |
+
"special": false
|
| 1219 |
+
},
|
| 1220 |
+
"50412": {
|
| 1221 |
+
"content": "developing",
|
| 1222 |
+
"lstrip": false,
|
| 1223 |
+
"normalized": true,
|
| 1224 |
+
"rstrip": false,
|
| 1225 |
+
"single_word": false,
|
| 1226 |
+
"special": false
|
| 1227 |
+
},
|
| 1228 |
+
"50413": {
|
| 1229 |
+
"content": "particular",
|
| 1230 |
+
"lstrip": false,
|
| 1231 |
+
"normalized": true,
|
| 1232 |
+
"rstrip": false,
|
| 1233 |
+
"single_word": false,
|
| 1234 |
+
"special": false
|
| 1235 |
+
},
|
| 1236 |
+
"50414": {
|
| 1237 |
+
"content": "importance",
|
| 1238 |
+
"lstrip": false,
|
| 1239 |
+
"normalized": true,
|
| 1240 |
+
"rstrip": false,
|
| 1241 |
+
"single_word": false,
|
| 1242 |
+
"special": false
|
| 1243 |
+
},
|
| 1244 |
+
"50415": {
|
| 1245 |
+
"content": "tropical",
|
| 1246 |
+
"lstrip": false,
|
| 1247 |
+
"normalized": true,
|
| 1248 |
+
"rstrip": false,
|
| 1249 |
+
"single_word": false,
|
| 1250 |
+
"special": false
|
| 1251 |
+
},
|
| 1252 |
+
"50416": {
|
| 1253 |
+
"content": "ratio",
|
| 1254 |
+
"lstrip": false,
|
| 1255 |
+
"normalized": true,
|
| 1256 |
+
"rstrip": false,
|
| 1257 |
+
"single_word": false,
|
| 1258 |
+
"special": false
|
| 1259 |
+
},
|
| 1260 |
+
"50417": {
|
| 1261 |
+
"content": "2030",
|
| 1262 |
+
"lstrip": false,
|
| 1263 |
+
"normalized": true,
|
| 1264 |
+
"rstrip": false,
|
| 1265 |
+
"single_word": false,
|
| 1266 |
+
"special": false
|
| 1267 |
+
},
|
| 1268 |
+
"50418": {
|
| 1269 |
+
"content": "composition",
|
| 1270 |
+
"lstrip": false,
|
| 1271 |
+
"normalized": true,
|
| 1272 |
+
"rstrip": false,
|
| 1273 |
+
"single_word": false,
|
| 1274 |
+
"special": false
|
| 1275 |
+
},
|
| 1276 |
+
"50419": {
|
| 1277 |
+
"content": "employees",
|
| 1278 |
+
"lstrip": false,
|
| 1279 |
+
"normalized": true,
|
| 1280 |
+
"rstrip": false,
|
| 1281 |
+
"single_word": false,
|
| 1282 |
+
"special": false
|
| 1283 |
+
},
|
| 1284 |
+
"50420": {
|
| 1285 |
+
"content": "characteristics",
|
| 1286 |
+
"lstrip": false,
|
| 1287 |
+
"normalized": true,
|
| 1288 |
+
"rstrip": false,
|
| 1289 |
+
"single_word": false,
|
| 1290 |
+
"special": false
|
| 1291 |
+
},
|
| 1292 |
+
"50421": {
|
| 1293 |
+
"content": "scenario",
|
| 1294 |
+
"lstrip": false,
|
| 1295 |
+
"normalized": true,
|
| 1296 |
+
"rstrip": false,
|
| 1297 |
+
"single_word": false,
|
| 1298 |
+
"special": false
|
| 1299 |
+
},
|
| 1300 |
+
"50422": {
|
| 1301 |
+
"content": "measurements",
|
| 1302 |
+
"lstrip": false,
|
| 1303 |
+
"normalized": true,
|
| 1304 |
+
"rstrip": false,
|
| 1305 |
+
"single_word": false,
|
| 1306 |
+
"special": false
|
| 1307 |
+
},
|
| 1308 |
+
"50423": {
|
| 1309 |
+
"content": "plans",
|
| 1310 |
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| 1317 |
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| 1318 |
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| 1320 |
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| 1325 |
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| 1341 |
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| 1421 |
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| 1423 |
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| 1429 |
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| 1437 |
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| 1439 |
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| 1455 |
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| 1461 |
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| 1462 |
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| 1463 |
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| 1469 |
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| 1470 |
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| 1485 |
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| 1736 |
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| 1737 |
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|
| 1738 |
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|
| 1739 |
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|
| 1740 |
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|
| 1741 |
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| 1743 |
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|
| 1744 |
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|
| 1745 |
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|
| 1746 |
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|
| 1747 |
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|
| 1748 |
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|
| 1749 |
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|
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|
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|
| 1752 |
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|
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|
| 1754 |
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|
| 1755 |
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|
| 1756 |
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|
| 1757 |
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|
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|
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|
| 1762 |
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|
| 1763 |
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|
| 1764 |
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|
| 1765 |
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|
| 1766 |
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|
| 1767 |
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|
| 1768 |
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|
| 1769 |
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|
| 1770 |
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|
| 1771 |
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|
| 1772 |
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|
| 1773 |
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|
| 1774 |
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|
| 1775 |
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|
| 1776 |
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|
| 1777 |
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|
| 1778 |
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|
| 1779 |
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|
| 1780 |
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|
| 1781 |
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|
| 1782 |
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|
| 1783 |
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|
| 1784 |
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|
| 1785 |
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|
| 1786 |
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|
| 1787 |
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|
| 1788 |
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|
| 1789 |
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|
| 1790 |
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|
| 1791 |
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|
| 1792 |
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|
| 1793 |
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|
| 1794 |
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|
| 1795 |
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|
| 1796 |
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|
| 1797 |
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|
| 1798 |
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|
| 1799 |
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|
| 1800 |
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|
| 1801 |
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|
| 1802 |
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|
| 1803 |
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|
| 1804 |
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|
| 1805 |
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|
| 1807 |
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|
| 1808 |
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|
| 1809 |
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|
| 1810 |
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|
| 1811 |
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|
| 1812 |
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|
| 1813 |
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|
| 1814 |
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|
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|
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|
| 1818 |
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|
| 1819 |
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|
| 1820 |
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|
| 1821 |
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|
| 1822 |
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|
| 1823 |
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|
| 1824 |
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|
| 1825 |
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|
| 1826 |
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|
| 1827 |
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|
| 1828 |
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|
| 1829 |
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|
| 1830 |
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|
| 1831 |
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|
| 1832 |
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|
| 1833 |
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|
| 1834 |
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|
| 1835 |
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},
|
| 1836 |
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"50489": {
|
| 1837 |
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"content": "uncertainty",
|
| 1838 |
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|
| 1839 |
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|
| 1840 |
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|
| 1841 |
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|
| 1842 |
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|
| 1843 |
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},
|
| 1844 |
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"50490": {
|
| 1845 |
+
"content": "pandemic",
|
| 1846 |
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|
| 1847 |
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|
| 1848 |
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|
| 1849 |
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"single_word": false,
|
| 1850 |
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"special": false
|
| 1851 |
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},
|
| 1852 |
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"50491": {
|
| 1853 |
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"content": "fluxes",
|
| 1854 |
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|
| 1855 |
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|
| 1856 |
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|
| 1857 |
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|
| 1858 |
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"special": false
|
| 1859 |
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},
|
| 1860 |
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"50492": {
|
| 1861 |
+
"content": "findings",
|
| 1862 |
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|
| 1863 |
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"normalized": true,
|
| 1864 |
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|
| 1865 |
+
"single_word": false,
|
| 1866 |
+
"special": false
|
| 1867 |
+
},
|
| 1868 |
+
"50493": {
|
| 1869 |
+
"content": "moisture",
|
| 1870 |
+
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|
| 1871 |
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|
| 1872 |
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|
| 1873 |
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|
| 1874 |
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|
| 1875 |
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},
|
| 1876 |
+
"50494": {
|
| 1877 |
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|
| 1878 |
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|
| 1879 |
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|
| 1880 |
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|
| 1881 |
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|
| 1882 |
+
"special": false
|
| 1883 |
+
},
|
| 1884 |
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"50495": {
|
| 1885 |
+
"content": "decades",
|
| 1886 |
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"lstrip": false,
|
| 1887 |
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"normalized": true,
|
| 1888 |
+
"rstrip": false,
|
| 1889 |
+
"single_word": false,
|
| 1890 |
+
"special": false
|
| 1891 |
+
},
|
| 1892 |
+
"50496": {
|
| 1893 |
+
"content": "snow",
|
| 1894 |
+
"lstrip": false,
|
| 1895 |
+
"normalized": true,
|
| 1896 |
+
"rstrip": false,
|
| 1897 |
+
"single_word": false,
|
| 1898 |
+
"special": false
|
| 1899 |
+
},
|
| 1900 |
+
"50497": {
|
| 1901 |
+
"content": "performed",
|
| 1902 |
+
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|
| 1903 |
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"normalized": true,
|
| 1904 |
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"rstrip": false,
|
| 1905 |
+
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|
| 1906 |
+
"special": false
|
| 1907 |
+
},
|
| 1908 |
+
"50498": {
|
| 1909 |
+
"content": "contribute",
|
| 1910 |
+
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|
| 1911 |
+
"normalized": true,
|
| 1912 |
+
"rstrip": false,
|
| 1913 |
+
"single_word": false,
|
| 1914 |
+
"special": false
|
| 1915 |
+
},
|
| 1916 |
+
"50499": {
|
| 1917 |
+
"content": "crisis",
|
| 1918 |
+
"lstrip": false,
|
| 1919 |
+
"normalized": true,
|
| 1920 |
+
"rstrip": false,
|
| 1921 |
+
"single_word": false,
|
| 1922 |
+
"special": false
|
| 1923 |
+
}
|
| 1924 |
+
},
|
| 1925 |
+
"bos_token": "<s>",
|
| 1926 |
+
"clean_up_tokenization_spaces": true,
|
| 1927 |
+
"cls_token": "<s>",
|
| 1928 |
+
"eos_token": "</s>",
|
| 1929 |
+
"errors": "replace",
|
| 1930 |
+
"mask_token": "<mask>",
|
| 1931 |
+
"model_max_length": 512,
|
| 1932 |
+
"pad_token": "<pad>",
|
| 1933 |
+
"sep_token": "</s>",
|
| 1934 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 1935 |
+
"trim_offsets": true,
|
| 1936 |
+
"unk_token": "<unk>"
|
| 1937 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6990e11049af19a6a875b5c06eec94c683b18df24a409be650b80ce2180a386c
|
| 3 |
+
size 5048
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "strategydisofrisksv1/autotrain-data",
|
| 3 |
+
"model": "climatebert/distilroberta-base-climate-f",
|
| 4 |
+
"lr": 1e-05,
|
| 5 |
+
"epochs": 5,
|
| 6 |
+
"max_seq_length": 512,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.01,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "validation",
|
| 17 |
+
"text_column": "autotrain_text",
|
| 18 |
+
"target_column": "autotrain_label",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "strategydisofrisksv1",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"evaluation_strategy": "epoch",
|
| 26 |
+
"username": "lomov",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.json
ADDED
|
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|
|
|