{"id":"W1977989573","doi":"10.5751/es-05113-170418","title":"Of Fish and Fishermen: Shifting Societal Baselines to Reduce Environmental Harm in Fisheries","year":2012,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Harm; Fishery; Fish <Actinopterygii>; Business; Fisheries management; Natural resource economics; Environmental resource management; Environmental science; Fishing; Economics; Political science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009529378,0.0003990057,0.0002895462,0.001858953,0.006453811,0.006338113,0.001113957,0.003788314,0.009954355],"category_scores_gemma":[0.01485584,0.0002204155,0.000383351,0.000756043,0.016451,0.008063746,0.009575173,0.002936454,0.0004595849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009076065,"about_ca_system_score_gemma":0.0151552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133452,"about_ca_topic_score_gemma":0.03128446,"domain_scores_codex":[0.9917034,0.004727469,0.000175723,0.0006265749,0.001705675,0.001061218],"domain_scores_gemma":[0.9954318,0.00105469,0.0005640149,0.0004259498,0.001016307,0.00150724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003908009,0.0001445431,0.008720933,0.00006819089,0.00002295915,0.0001523195,0.008860063,0.0008671972,0.0004551603,0.9217259,0.01042382,0.04852001],"study_design_scores_gemma":[0.0000390168,0.00009125398,0.01792193,0.0003593346,0.0000285962,0.00008386427,0.02442505,0.001043385,0.0005263362,0.8438223,0.1116193,0.00003952652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1570122,0.001735832,0.02440289,0.2937689,0.0006220827,0.0001742894,0.0001024135,0.00006647437,0.5221149],"genre_scores_gemma":[0.9707685,0.0005444143,0.004680038,0.01225103,0.0001155394,0.000121455,0.0000300205,0.00001850056,0.01147051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01133452,"threshold_uncertainty_score":0.06585175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305489951338851,"score_gpt":0.2566269546835859,"score_spread":0.2260779595497008,"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."}}