{"id":"W4413527701","doi":"10.64628/aam.3tyddm9ms","title":"Climate change is further reducing fish stocks with worrisome implications for global food supplies","year":2023,"lang":"en","type":"article","venue":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fish <Actinopterygii>; Climate change; Natural resource economics; Fish stock; Business; Environmental science; Fishery; Economics; 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":[0.0005197419,0.000496531,0.0003300709,0.0004394144,0.0006970981,0.001681069,0.0004033927,0.001036081,0.0157176],"category_scores_gemma":[0.001151745,0.0001061721,0.0005331105,0.001314047,0.0009269366,0.001419148,0.0009550024,0.0009768738,0.001783909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070866,"about_ca_system_score_gemma":0.001648903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01571263,"about_ca_topic_score_gemma":0.02588841,"domain_scores_codex":[0.9997903,0.0000235676,0.00001584534,0.0000448734,0.00006368879,0.00006187434],"domain_scores_gemma":[0.999258,0.00008149772,0.0002141561,0.00006698637,0.0002544351,0.0001248637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009338208,0.0002861624,0.2808921,0.001994724,0.001114612,0.001190582,0.001119695,0.01047548,0.07278536,0.05448098,0.108749,0.4659776],"study_design_scores_gemma":[0.00004879062,0.0003338023,0.482475,0.0003268737,0.0004956286,0.0006806647,0.003807164,0.001652082,0.00775595,0.03322393,0.4691003,0.00009970367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5218005,0.04129824,0.01497838,0.1752125,0.01753831,0.00005830704,0.0115401,0.0009701178,0.2166035],"genre_scores_gemma":[0.9243423,0.03134364,0.004982768,0.01774999,0.004048353,0.00002822142,0.002663054,0.0001328186,0.01470871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0157176,"threshold_uncertainty_score":0.0525806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04758220067900042,"score_gpt":0.2959393415325649,"score_spread":0.2483571408535645,"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."}}