{"id":"W6904644830","doi":"10.14288/1.0007694","title":"Zenon W. Somatez, Department of Fisheries Canada","year":2002,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fishing; Context (archaeology); Fish <Actinopterygii>; Fisheries management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005949864,0.0007416126,0.0006033277,0.002327614,0.004471262,0.003153518,0.001552233,0.0009997769,0.5321336],"category_scores_gemma":[0.001311129,0.0004859339,0.0002679939,0.003246687,0.000711939,0.001299754,0.001350889,0.001283737,0.2925937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005412285,"about_ca_system_score_gemma":0.01548067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7511984,"about_ca_topic_score_gemma":0.9048706,"domain_scores_codex":[0.9994843,0.00001447808,0.00001522613,0.0000935622,0.0003029173,0.00008945785],"domain_scores_gemma":[0.9980107,0.00007158258,0.00003883051,0.00007295281,0.001397424,0.0004085881],"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":[0.00003666967,0.00002345829,0.0009070202,0.00005945771,0.000002334702,0.00006180909,0.00009385018,0.00007536235,0.0003174201,0.002268324,0.9412385,0.05491579],"study_design_scores_gemma":[0.000004368191,0.000004453114,0.002023631,0.00003701253,0.000002646755,0.00002960695,0.0001453994,0.00007365864,0.0002237559,0.0002089449,0.9972385,0.000008019231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002546266,0.0026054,0.001292608,0.005106024,0.001020114,0.00018125,0.03113341,0.001945997,0.954169],"genre_scores_gemma":[0.001754847,0.0007993279,0.0003459011,0.0001323802,0.00001921496,0.000008655121,0.002880982,0.0002045044,0.9938543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5321336,"threshold_uncertainty_score":0.6673546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747731821853811,"score_gpt":0.2303623216387328,"score_spread":0.2128850034201947,"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."}}