{"id":"W4386692664","doi":"10.3368/aa.59.1.87","title":"An Examination of Indigenous Halibut Fishing Technology on the Northwest Coast of North America","year":2023,"lang":"en","type":"article","venue":"Arctic Anthropology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Parks Canada","funders":"Hakai Institute","keywords":"Halibut; Fishing; Fishery; Hook; Indigenous; Bycatch; Geography; Ecology; Fish <Actinopterygii>; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001920313,0.00007634571,0.0001492199,0.0001017485,0.000163991,0.000004341096,0.0003681082,0.0000598575,0.002846477],"category_scores_gemma":[0.0001371491,0.00005662402,0.00002443217,0.0008522346,0.002930701,0.00007238395,0.000238655,0.0001624789,0.00007943866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003812533,"about_ca_system_score_gemma":0.00001483257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357147,"about_ca_topic_score_gemma":0.01391494,"domain_scores_codex":[0.9990453,0.0001178586,0.0001825129,0.0001911014,0.0002028975,0.0002603249],"domain_scores_gemma":[0.9993448,0.0001425347,0.0001072984,0.0003519827,0.00002111663,0.00003221478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001144737,0.000108933,0.8722155,0.000009637007,0.00001088548,0.00001109446,0.001591878,0.00007766594,0.0002944936,0.0003219665,0.00009995042,0.1252465],"study_design_scores_gemma":[0.00009226315,0.0009252715,0.9906066,0.000002596386,0.000005584288,0.000007140499,0.003909016,0.0003586581,0.0007048214,0.0002730749,0.003046718,0.0000682409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941233,0.000001343778,0.0001090518,0.001694312,0.00004718539,0.0001476003,0.00001195472,0.00003165968,0.003833528],"genre_scores_gemma":[0.9995832,0.00009559312,0.00007439571,0.00008742989,0.00001104332,0.00001698562,0.00003224605,0.000009147415,0.00008999943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251783,"threshold_uncertainty_score":0.9997827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606579258465732,"score_gpt":0.272280892767242,"score_spread":0.2562151001825848,"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."}}