{"id":"W3194626089","doi":"10.1002/fsh.10668","title":"Climate Change Effects on North American Fish and Fisheries to Inform Adaptation Strategies","year":2021,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service; University of Missouri","keywords":"Fishery; Adaptation (eye); Fish <Actinopterygii>; Climate change; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007957292,0.0002297453,0.0001543197,0.001343302,0.0007029608,0.0007322409,0.000301187,0.0003514029,0.005112094],"category_scores_gemma":[0.001616829,0.00007906654,0.0002717418,0.001534631,0.0003193284,0.0008355774,0.0007838521,0.0004850627,0.0002282253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482094,"about_ca_system_score_gemma":0.00185141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07568508,"about_ca_topic_score_gemma":0.2369321,"domain_scores_codex":[0.9998369,0.00005989659,0.00001586564,0.000020744,0.0000368856,0.00002974894],"domain_scores_gemma":[0.9991925,0.0001938304,0.0001593805,0.0000427973,0.0003242154,0.00008723942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156033,0.000238425,0.747946,0.001034804,0.0002223415,0.0004480807,0.002411965,0.005318772,0.004133832,0.003880044,0.02967346,0.2045767],"study_design_scores_gemma":[0.000008325278,0.0001030252,0.9318035,0.0006626931,0.0001110199,0.0001119425,0.008104241,0.003106364,0.0008265675,0.003724486,0.05140573,0.00003200778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8461449,0.02750206,0.006495857,0.03088935,0.0005266587,0.0002775497,0.005892122,0.0001705996,0.08210097],"genre_scores_gemma":[0.9730487,0.01180954,0.008172982,0.00266736,0.0001661457,0.0001245481,0.0009639319,0.00001194093,0.003034984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9243149,"threshold_uncertainty_score":0.1504891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703057310570942,"score_gpt":0.2178461789845035,"score_spread":0.2008156058787941,"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."}}