{"id":"W6886007158","doi":"10.14288/1.0204970","title":"UBC Institute of Fisheries Field Record B.C. 65-757","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":[0.0004720112,0.001133003,0.0008427294,0.004188204,0.002386133,0.002079269,0.001348726,0.0006122432,0.3924437],"category_scores_gemma":[0.001430313,0.0006560773,0.0002445591,0.007788588,0.0003862718,0.00107751,0.0008947481,0.00124578,0.3148764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006379912,"about_ca_system_score_gemma":0.006052798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6419138,"about_ca_topic_score_gemma":0.7947167,"domain_scores_codex":[0.9992699,0.00003034179,0.00005508386,0.0001765351,0.0003799949,0.00008814169],"domain_scores_gemma":[0.9978871,0.00008843149,0.0001335524,0.0001539494,0.001578042,0.0001589008],"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":[0.0001014757,0.00005577257,0.003409029,0.0001745185,0.00001327458,0.00003523353,0.00002091419,0.00009077056,0.0002216222,0.0005594303,0.9374273,0.05789059],"study_design_scores_gemma":[0.0000521128,0.00002465591,0.05505687,0.0003846112,0.00001971935,0.00007115955,0.00009036285,0.0004479088,0.0005371541,0.0002440035,0.9430348,0.00003656391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003482461,0.001263084,0.0002659565,0.0004758469,0.0006165091,0.0001492155,0.5944619,0.0005903903,0.3986946],"genre_scores_gemma":[0.01796138,0.002320288,0.001883407,0.0002811472,0.0001170165,0.000236979,0.2944986,0.0004091644,0.682292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3924437,"threshold_uncertainty_score":0.8666053,"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."}}