{"id":"W6904866345","doi":"10.14288/1.0204000","title":"UBC Institute of Fisheries Field Record B.C. 72-15","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":[0.0005359407,0.0008550122,0.0008516321,0.003746095,0.002944568,0.001473152,0.001639407,0.0005567645,0.4319066],"category_scores_gemma":[0.001073805,0.0005651052,0.0002793422,0.003185359,0.0004570316,0.001087592,0.001204657,0.001319417,0.2876225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823491,"about_ca_system_score_gemma":0.003884722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09422126,"about_ca_topic_score_gemma":0.3674406,"domain_scores_codex":[0.9996142,0.00001785334,0.00002426774,0.0001122377,0.0001811917,0.00005004931],"domain_scores_gemma":[0.9984646,0.000048983,0.00005591346,0.0002522147,0.0008995431,0.000278755],"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":[0.0001404465,0.00004076832,0.001000031,0.0001534748,0.0000103569,0.00007552576,0.00004990563,0.00007576131,0.003240121,0.002555716,0.911958,0.08069994],"study_design_scores_gemma":[0.00001803494,0.00002123965,0.00519486,0.00005136848,0.000006497353,0.00008009876,0.00003662376,0.00007130297,0.001143826,0.00037826,0.9929857,0.00001233209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004096859,0.0008029391,0.003734895,0.0007550183,0.001108227,0.0003159944,0.2912881,0.002028723,0.6958691],"genre_scores_gemma":[0.01185233,0.0008950779,0.008031646,0.0002821609,0.0001228372,0.0002911543,0.1581997,0.0009950661,0.8193299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4319066,"threshold_uncertainty_score":0.8103163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967577208090246,"score_gpt":0.2712852679386479,"score_spread":0.2416094958577455,"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."}}