{"id":"W4385406172","doi":"10.1017/s1368980023001544","title":"Are we running out of fish? Fish, health and sustainability","year":2023,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fish <Actinopterygii>; Sustainability; Action (physics); Fishery; Business; Biology; Ecology","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":[0.003743793,0.0002533867,0.0004208493,0.0007764113,0.002239503,0.006330526,0.0004974522,0.002467168,0.03430726],"category_scores_gemma":[0.006619819,0.0001915483,0.0002908965,0.001174501,0.009856146,0.006735039,0.002296741,0.002134532,0.002923717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003893596,"about_ca_system_score_gemma":0.00693491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05458595,"about_ca_topic_score_gemma":0.07510723,"domain_scores_codex":[0.9982323,0.0007274385,0.00005786378,0.0001932919,0.0003606471,0.000428424],"domain_scores_gemma":[0.9971987,0.0006700697,0.0003894402,0.0001845449,0.0006276211,0.0009296441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002088363,0.0001555512,0.07976464,0.001297099,0.0001835831,0.0005174722,0.01584953,0.0002847122,0.00152292,0.1465953,0.3098458,0.4437746],"study_design_scores_gemma":[0.00001894633,0.0002408241,0.07595465,0.004159195,0.00009209621,0.00059583,0.08623076,0.0001458053,0.0008072867,0.1042832,0.7273804,0.0000910269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03711572,0.04940398,0.001020679,0.8114119,0.003426852,0.00001832964,0.000477456,0.00007014821,0.09705494],"genre_scores_gemma":[0.7097901,0.1141784,0.00197557,0.09675834,0.002188125,0.00004899664,0.0003408402,0.0001148069,0.07460498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05458595,"threshold_uncertainty_score":0.1147693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124187531440134,"score_gpt":0.3276323457925482,"score_spread":0.2763904704781469,"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."}}