{"id":"W6904805276","doi":"10.14288/1.0202386","title":"UBC Institute of Fisheries Field Record B.C. 54-441","year":2013,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Context (archaeology); Fishing; 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":[0.0003161191,0.000803214,0.0005512977,0.003452523,0.002198503,0.001473625,0.001046635,0.0005217589,0.4225699],"category_scores_gemma":[0.00103844,0.0004104085,0.0002192398,0.005956078,0.0003698455,0.000882294,0.001016773,0.0007731635,0.2709643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004656984,"about_ca_system_score_gemma":0.004487948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.586664,"about_ca_topic_score_gemma":0.7848828,"domain_scores_codex":[0.9996551,0.00001603373,0.00002508777,0.00009487813,0.000147362,0.00006136166],"domain_scores_gemma":[0.9986542,0.00004854757,0.00008516871,0.000141476,0.0009439323,0.0001265974],"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":[0.00009691094,0.00003679514,0.006376763,0.0002255962,0.00001504102,0.00008141301,0.00004947513,0.0001412138,0.0005532675,0.000885155,0.9107807,0.08075768],"study_design_scores_gemma":[0.00001642836,0.00001064459,0.04892666,0.0001779513,0.000008007308,0.00006748345,0.0001103597,0.0001984596,0.0003524882,0.0001620943,0.9499521,0.000017318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.004443163,0.0009056788,0.0004242506,0.0004402493,0.0005460354,0.0001551485,0.4399438,0.0005834807,0.5525581],"genre_scores_gemma":[0.0184211,0.001355773,0.001672743,0.0002531241,0.000101129,0.000140791,0.19351,0.0003792844,0.784166],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4225699,"threshold_uncertainty_score":0.8315405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905466296895113,"score_gpt":0.2711158608304091,"score_spread":0.2420611978614579,"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."}}