{"id":"W6886069786","doi":"10.14288/1.0201676","title":"UBC Institute of Fisheries Field Record B.C. 54-101","year":2013,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catostomus; Field (mathematics); Fish <Actinopterygii>; Process (computing)","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":[0.0005364656,0.001051501,0.0006842639,0.003889482,0.002371198,0.001680199,0.001597304,0.0006108135,0.510497],"category_scores_gemma":[0.001099867,0.0005356041,0.0002827211,0.00503398,0.0005582652,0.001168355,0.001389135,0.0009711004,0.4488904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002994503,"about_ca_system_score_gemma":0.003151797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1501906,"about_ca_topic_score_gemma":0.3568449,"domain_scores_codex":[0.9996253,0.0000228891,0.00002446969,0.0000913672,0.0001788445,0.00005707932],"domain_scores_gemma":[0.9990258,0.00004709083,0.00007415792,0.0001427363,0.0005852709,0.0001249841],"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":[0.00008331915,0.00003667643,0.001371282,0.0001706952,0.000007542539,0.00004258721,0.00004093147,0.00007930159,0.0005701954,0.001570149,0.9322116,0.06381561],"study_design_scores_gemma":[0.00001667588,0.00001475479,0.01036754,0.0001003117,0.000005423804,0.00004864147,0.00005939246,0.0001112638,0.0004000987,0.0004669287,0.9883921,0.00001687495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001942262,0.0004955024,0.0007917482,0.0002732207,0.0003310412,0.000205187,0.2799954,0.001161681,0.714804],"genre_scores_gemma":[0.008423549,0.0007840342,0.002835245,0.0002017328,0.00007808438,0.0002338829,0.1676945,0.0007060239,0.8190428],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8498094,"threshold_uncertainty_score":0.6982167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935460006014595,"score_gpt":0.2712885230657486,"score_spread":0.2419339230056027,"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."}}