{"id":"W6904613970","doi":"10.14288/1.0205009","title":"UBC Institute of Fisheries Field Record B.C. 65-770","year":2013,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gasterosteus; Trout; Field (mathematics); Fish <Actinopterygii>; Fisheries Research","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":[0.0004361127,0.001065416,0.0007828134,0.004166877,0.002441511,0.001925449,0.001294295,0.0005969648,0.3809665],"category_scores_gemma":[0.001274412,0.0006063993,0.0002140867,0.007357825,0.0004090616,0.001131927,0.0008663058,0.001201993,0.273115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006974921,"about_ca_system_score_gemma":0.006069408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.645795,"about_ca_topic_score_gemma":0.8027737,"domain_scores_codex":[0.9993224,0.00002744629,0.00004520608,0.00017251,0.0003532278,0.00007932537],"domain_scores_gemma":[0.9982402,0.00007252191,0.0001220024,0.000119787,0.001300962,0.000144564],"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":[0.000116512,0.00005766789,0.003841561,0.0001741023,0.00001322881,0.00003897181,0.00002280554,0.00008506919,0.0002550797,0.0006406559,0.9304318,0.06432249],"study_design_scores_gemma":[0.00004506867,0.00002404091,0.05176747,0.0003391552,0.00001774201,0.00006972335,0.00009083654,0.0004281458,0.0005079549,0.0002311565,0.9464434,0.00003529733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004120208,0.001482866,0.0002803349,0.0005685269,0.0006289011,0.0001372586,0.5788764,0.0005781367,0.4133273],"genre_scores_gemma":[0.02318524,0.002531298,0.001995902,0.0003156547,0.000131204,0.0002146729,0.2630968,0.000418463,0.7081107],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3809665,"threshold_uncertainty_score":0.8829762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887046205177583,"score_gpt":0.270883502886807,"score_spread":0.2420130408350311,"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."}}