{"id":"W6923345135","doi":"10.14288/1.0204955","title":"UBC Institute of Fisheries Field Record B.C. 65-741","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":["insufficient_payload"],"category_scores_codex":[0.000377937,0.000929435,0.0007252261,0.003818323,0.002196531,0.001783165,0.001202381,0.0005191626,0.4639572],"category_scores_gemma":[0.001337258,0.0005880884,0.0002020398,0.007200654,0.0003190107,0.001063024,0.000828614,0.0009857096,0.3775085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004891785,"about_ca_system_score_gemma":0.004622823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5380739,"about_ca_topic_score_gemma":0.6957781,"domain_scores_codex":[0.9994803,0.00002265242,0.00003665136,0.0001350245,0.0002544924,0.00007079229],"domain_scores_gemma":[0.9985464,0.00005918893,0.00009283272,0.0001163471,0.001077394,0.0001079454],"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":[0.00006458777,0.00002921927,0.001758544,0.0001281343,0.000006457627,0.00002706945,0.00001846777,0.00005520381,0.0001598922,0.0004671649,0.9502639,0.04702142],"study_design_scores_gemma":[0.00002811455,0.00001579814,0.03129843,0.0002496677,0.000009529409,0.0000577064,0.00007301259,0.0002484812,0.0003517029,0.0002157897,0.9674278,0.00002402484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002702527,0.0009398794,0.0002234036,0.0003832612,0.0004926285,0.0001303088,0.5268776,0.0006063302,0.467644],"genre_scores_gemma":[0.01633501,0.001619413,0.001637102,0.0002243196,0.0001081431,0.0001886616,0.2480533,0.0004134164,0.7314206],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5360428,"threshold_uncertainty_score":0.929293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887618710230085,"score_gpt":0.2709071340321205,"score_spread":0.2420309469298197,"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."}}