{"id":"W3174939025","doi":"10.1002/essoar.10507347.2","title":"Evident cooling effects of surface wetlands to mitigate climate change - a study of the Prairie Pothole Region","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; Ducks Unlimited Canada; University of Saskatchewan","funders":"","keywords":"World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004010243,0.0003106401,0.000251974,0.0001833491,0.000438677,0.0004574731,0.000698671,0.0005215236,0.0005185733],"category_scores_gemma":[0.000597714,0.0001652557,0.0004925942,0.00023555,0.0003583154,0.0004850462,0.0003956551,0.0003969335,0.00005159648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554902,"about_ca_system_score_gemma":0.0007401504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0768685,"about_ca_topic_score_gemma":0.07313783,"domain_scores_codex":[0.9998868,0.00003950457,0.000004664586,0.00002648976,0.00001208401,0.00003051178],"domain_scores_gemma":[0.9997237,0.00009518237,0.00003383949,0.0000414493,0.00004721243,0.00005852641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004853581,0.001194083,0.1870768,0.00008063806,0.0001789102,0.001097168,0.0005524297,0.7562672,0.03788826,0.001020968,0.0006568294,0.01350131],"study_design_scores_gemma":[0.0001224789,0.0004795861,0.1519739,0.000009728708,0.00006382589,0.0000603876,0.0005858957,0.841914,0.004039335,0.0001963673,0.0005225092,0.00003194965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995148,0.00000865736,0.0001595422,0.0000236976,0.000002220756,0.000006502747,0.00003254147,0.0000094957,0.0002424286],"genre_scores_gemma":[0.9994594,0.00001086781,0.0003982135,0.000005944893,0.000001203848,0.000005907541,0.00003575044,0.000002896936,0.00007984206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9231315,"threshold_uncertainty_score":0.1528422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336197923896235,"score_gpt":0.2603988614070743,"score_spread":0.2370368821681119,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}