{"id":"W4241610262","doi":"10.11647/obp.0193.20","title":"Fish","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Fishing; Fishery; Fish <Actinopterygii>; Biodiversity; Fishing industry; Commercial fishing; Geography; Business; 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":[0.0001580267,0.00075256,0.0003487969,0.0008772501,0.00132151,0.002948231,0.0006771288,0.001237047,0.2373447],"category_scores_gemma":[0.0002695678,0.0002480432,0.0002828745,0.0009613676,0.0009129773,0.002690808,0.001851875,0.001470623,0.1654509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155401,"about_ca_system_score_gemma":0.0006496988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003959242,"about_ca_topic_score_gemma":0.01441089,"domain_scores_codex":[0.9998547,0.00001048188,0.000006028014,0.00004569746,0.00006992334,0.00001305856],"domain_scores_gemma":[0.9999396,0.000009331644,0.000003919216,0.0000114814,0.00002339808,0.00001232854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003412954,0.00002456552,0.0002178826,0.0003258348,0.000004336581,0.0001221994,0.0003500155,0.0001256486,0.001651097,0.07240128,0.5574411,0.3673019],"study_design_scores_gemma":[7.224261e-7,0.000003316581,0.000107873,0.00003805184,5.24919e-7,0.00005381713,0.00003525007,0.00001177649,0.00006975248,0.001955004,0.9977226,0.000001376059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004789001,0.01150798,0.0008027015,0.001978641,0.001508393,0.00002375818,0.0005117788,0.0002622747,0.9829257],"genre_scores_gemma":[0.001471669,0.003187708,0.0006107226,0.0009299897,0.0001412737,0.000016395,0.0003084378,0.00008225152,0.9932515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2373447,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03071233293365947,"score_gpt":0.2708842733512424,"score_spread":0.2401719404175829,"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."}}