{"id":"W6923962096","doi":"10.14288/1.0307839","title":"UBC Institute of Fisheries Field Record B.C. 63-684","year":2014,"lang":"en","type":"other","venue":"Open Collections","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drum; Limanda; Field (mathematics); Winch; Platichthys","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":[0.0003169024,0.0009230078,0.0004523419,0.00383543,0.002114781,0.001747342,0.0008775385,0.0005584283,0.578307],"category_scores_gemma":[0.001186056,0.0003984099,0.0002118147,0.00586679,0.0004130546,0.001112115,0.001192785,0.0008598504,0.4334224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002966435,"about_ca_system_score_gemma":0.003076845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1937539,"about_ca_topic_score_gemma":0.3344394,"domain_scores_codex":[0.999666,0.00001630292,0.00003010603,0.00008407977,0.0001524407,0.00005104269],"domain_scores_gemma":[0.9988681,0.00005070268,0.00008876137,0.0001568891,0.0007138162,0.0001217176],"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":[0.00008449308,0.00002805526,0.002902146,0.0002242787,0.000007252452,0.00008253894,0.00004521476,0.0001137284,0.0004228352,0.001448801,0.8794375,0.1152033],"study_design_scores_gemma":[0.000007058941,0.000007767695,0.01266904,0.000136654,0.000003000948,0.00006860895,0.00006270433,0.00008375688,0.0002348872,0.00018701,0.9865305,0.00000901419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002405761,0.000818814,0.0003338619,0.0003397556,0.0006872437,0.0001036381,0.1584024,0.0005439729,0.8363645],"genre_scores_gemma":[0.007113906,0.0009426741,0.0009936034,0.0001111958,0.00010178,0.00007277691,0.06958599,0.0002753475,0.9208029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8062461,"threshold_uncertainty_score":0.6014938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008584874749875605,"score_gpt":0.3008554850760536,"score_spread":0.292270610326178,"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."}}