{"id":"W6904482243","doi":"10.14288/1.0204967","title":"UBC Institute of Fisheries Field Record B.C. 65-753","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":[0.0004605514,0.001135743,0.0008213315,0.004133344,0.002311589,0.002087141,0.001278771,0.0006092727,0.4125362],"category_scores_gemma":[0.001355369,0.0006667207,0.0002506968,0.00793558,0.0003856878,0.001082553,0.000912196,0.001258587,0.3334311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006153692,"about_ca_system_score_gemma":0.00561615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.616443,"about_ca_topic_score_gemma":0.7745675,"domain_scores_codex":[0.9993014,0.00002883856,0.00005405137,0.0001751933,0.0003579239,0.00008244954],"domain_scores_gemma":[0.9980599,0.00008418656,0.0001273606,0.0001490269,0.001429906,0.0001496583],"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":[0.00009848369,0.00005516779,0.003412813,0.0001699178,0.00001370203,0.00003533622,0.00002056669,0.00009390875,0.0002304822,0.0005425597,0.9343193,0.06100776],"study_design_scores_gemma":[0.00004982816,0.00002353547,0.05350585,0.0003693986,0.0000192038,0.00007188433,0.00008429768,0.000429497,0.0005231754,0.000238094,0.9446496,0.00003556975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003525807,0.001304324,0.0002831805,0.0004839134,0.0006342789,0.000149111,0.5746571,0.0006230147,0.4183392],"genre_scores_gemma":[0.01703426,0.002344145,0.001880237,0.000273914,0.0001147007,0.0002296035,0.2719056,0.0004104754,0.7058072],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4125362,"threshold_uncertainty_score":0.8379458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02901197934541187,"score_gpt":0.27105593395456,"score_spread":0.2420439546091481,"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."}}