{"id":"W6923497991","doi":"10.14288/1.0204999","title":"UBC Institute of Fisheries Field Record B.C. 65-762","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":[0.0004390045,0.001078056,0.0007988517,0.004149986,0.00234126,0.001951123,0.001261382,0.0005928568,0.4038758],"category_scores_gemma":[0.001311131,0.0006104725,0.0002146209,0.007539166,0.0003870901,0.001113008,0.0008799881,0.001188315,0.2991114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006033834,"about_ca_system_score_gemma":0.005449771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5934306,"about_ca_topic_score_gemma":0.7537919,"domain_scores_codex":[0.9993178,0.00002775439,0.00004784263,0.0001766135,0.0003545494,0.00007546792],"domain_scores_gemma":[0.9982097,0.00007788787,0.0001270238,0.0001280414,0.001315732,0.0001416556],"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":[0.0001090021,0.00005631745,0.003491592,0.0001721154,0.00001284644,0.00004230612,0.00002147315,0.00008810418,0.0002500091,0.0006014225,0.9295883,0.06556642],"study_design_scores_gemma":[0.00004312869,0.00002253425,0.04683282,0.00034987,0.00001638858,0.00007230346,0.00008213733,0.0004139225,0.0004747849,0.0002241809,0.9514342,0.00003367281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003930829,0.001561326,0.000284687,0.0005647171,0.0006681057,0.0001455481,0.5650558,0.0005637559,0.4272253],"genre_scores_gemma":[0.02204293,0.002696015,0.001972932,0.0003057289,0.0001391785,0.0002281623,0.2516025,0.0004173816,0.7205951],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5961242,"threshold_uncertainty_score":0.8502989,"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."}}