{"id":"W4254205467","doi":"10.5751/es-03313-150110","title":"Public Fisheries","year":2010,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gordon and Betty Moore Foundation","keywords":"Fisheries management; Fishery; Business; Environmental resource management; Geography; Fishing; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504896,0.0005467524,0.0003889378,0.002079034,0.002426703,0.005175886,0.001422317,0.002263716,0.2444402],"category_scores_gemma":[0.002704274,0.0003132166,0.0006733535,0.002655793,0.00141505,0.00462547,0.004335553,0.001650891,0.08452821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073572,"about_ca_system_score_gemma":0.005846282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058361,"about_ca_topic_score_gemma":0.01225608,"domain_scores_codex":[0.9987608,0.0001052769,0.00007169996,0.0002205311,0.0006011619,0.000240617],"domain_scores_gemma":[0.9988642,0.0001281877,0.0001056735,0.0003056905,0.0004399921,0.0001563271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001338347,0.0001118808,0.002715638,0.0004281067,0.00002488081,0.0005117361,0.0004476781,0.0002883571,0.001535501,0.2647175,0.4148771,0.3142078],"study_design_scores_gemma":[0.000007352018,0.00001173953,0.001377321,0.00006962347,0.000004489418,0.0001034816,0.0001623457,0.00006539972,0.000318077,0.005763398,0.9921101,0.000006565815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00254993,0.001451285,0.001982898,0.006204191,0.000809069,0.00009678584,0.002538395,0.00057883,0.9837886],"genre_scores_gemma":[0.05273332,0.002981901,0.002257372,0.004390792,0.0004263139,0.0001605327,0.00391962,0.000262931,0.9328672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2444402,"threshold_uncertainty_score":0.8177339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734531938165353,"score_gpt":0.2284502158059977,"score_spread":0.2111048964243442,"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."}}