{"id":"W2885083382","doi":"10.1111/faf.12306","title":"Atlantic and Pacific halibut co‐management initiatives by Canadian fishermen's organizations","year":2018,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; Government of Newfoundland and Labrador; Canadian Council of Professional Fish Harvesters; Atlantic School of Theology; Simon Fraser University","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Halibut; Fishery; License; Fishing; Business; Fisheries management; Fish <Actinopterygii>; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008674504,0.0001393433,0.0001219328,0.0000418096,0.0006014667,0.0002900398,0.0001295492,0.00006541545,0.01521767],"category_scores_gemma":[0.00003732314,0.0001329858,0.00001090299,0.0002954011,0.0009644689,0.0004282828,0.0001783977,0.00009114524,0.00006051068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004649278,"about_ca_system_score_gemma":0.00002033067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01810761,"about_ca_topic_score_gemma":0.05207436,"domain_scores_codex":[0.9989951,0.00003602936,0.0001283745,0.0003070975,0.0001641863,0.0003691647],"domain_scores_gemma":[0.9994817,0.000024234,0.00002600752,0.0001676843,0.00001976102,0.000280563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007905115,0.00001453869,0.7010751,0.00001466244,0.00001716727,0.00001440507,0.000722446,2.844661e-8,0.00002323613,0.0001443988,0.2927022,0.005263942],"study_design_scores_gemma":[0.0001698951,0.00009542732,0.1955688,0.000003213584,0.000007569638,0.000009378458,0.0007797016,0.00005207872,0.00005222464,0.0001683737,0.802928,0.0001653224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2237566,0.000005728943,0.00004623906,0.004319918,0.00005205937,0.0002107719,0.00008548598,0.00004049622,0.7714827],"genre_scores_gemma":[0.9834873,0.0004057492,0.0002807126,0.001658331,0.00006402509,0.00002760175,0.0001818074,0.00002464223,0.0138698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7597307,"threshold_uncertainty_score":0.9884309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005837332581561344,"score_gpt":0.2031571547180915,"score_spread":0.1973198221365301,"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."}}