{"id":"W4408317868","doi":"10.1111/faf.12892","title":"Retention Bans Are Beneficial but Insufficient to Stop Shark Overfishing","year":2025,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Dalhousie University","funders":"National Science Foundation Graduate Research Fellowship Program; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Overfishing; Fishery; Biology; Business; Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001027275,0.00009067826,0.0001150272,0.00002731808,0.0002017431,0.00003505101,0.0001066733,0.0001033624,0.000720417],"category_scores_gemma":[0.00008874132,0.0000854164,0.00002510649,0.0001260942,0.000120465,0.00011192,0.0002867679,0.00009460263,0.00004471547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003721248,"about_ca_system_score_gemma":0.000006111916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003116408,"about_ca_topic_score_gemma":0.001849127,"domain_scores_codex":[0.9993512,0.00002729333,0.0001171523,0.000247791,0.00006145721,0.000195114],"domain_scores_gemma":[0.9997812,0.00002317949,0.00002705518,0.0001140959,0.000006476926,0.00004802941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001626349,0.0000825767,0.8733334,0.00002360556,0.00001741447,0.00001054024,0.0007332764,0.00006570156,0.002118905,0.00117292,0.1041271,0.01815195],"study_design_scores_gemma":[0.0001271897,0.0001062999,0.7793238,0.000009418543,0.000008823459,0.000002619765,0.0002606971,0.00004437892,0.0003425695,0.0003997431,0.2192765,0.00009798154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569874,0.00001402373,0.0001907869,0.003880416,0.0004032315,0.0001081945,0.00002069524,0.00003693126,0.03835832],"genre_scores_gemma":[0.9889435,0.00001706416,0.0001519427,0.005257796,0.00004596648,0.00001718852,0.00001860775,0.000004199527,0.005543715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1151494,"threshold_uncertainty_score":0.788806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008904652386268159,"score_gpt":0.2028991470654916,"score_spread":0.1939944946792234,"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."}}