{"id":"W6904910374","doi":"10.14288/1.0048237","title":"Who Shall Fish?","year":2012,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overfishing; Commission; Agency (philosophy); Resource (disambiguation); Fisheries management; Royal Commission","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009267503,0.0004273751,0.0002658909,0.0004728821,0.004922973,0.004732307,0.0006454416,0.002298487,0.2046238],"category_scores_gemma":[0.001959458,0.0002267946,0.0002191123,0.0004983686,0.001380913,0.004569769,0.002310001,0.002968206,0.1346579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308951,"about_ca_system_score_gemma":0.002683672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04541811,"about_ca_topic_score_gemma":0.1185756,"domain_scores_codex":[0.9993829,0.00008614675,0.00002059241,0.00009363992,0.0002594385,0.0001572764],"domain_scores_gemma":[0.9994425,0.00006011435,0.00002502056,0.00004541072,0.0002057061,0.0002211835],"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":[0.00000279913,0.000004608608,0.00009120221,0.00001112035,2.533567e-7,0.00002070203,0.000329353,0.000002833417,0.00002492296,0.006414619,0.9828283,0.01026942],"study_design_scores_gemma":[4.155798e-7,9.642305e-7,0.0001841001,0.00001792231,2.393385e-7,0.0000183925,0.0003983341,0.000002369435,0.00001283947,0.0002675347,0.9990954,0.000001552007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004767045,0.001318573,0.000205006,0.02568387,0.003805153,0.0000281328,0.0005302296,0.0001385167,0.9678138],"genre_scores_gemma":[0.002349256,0.0005930715,0.0001297843,0.004927376,0.0003192367,0.00001804587,0.0001661066,0.00008105949,0.991416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2046238,"threshold_uncertainty_score":0.6845349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340946173757481,"score_gpt":0.2934512108609099,"score_spread":0.2600417491233351,"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."}}