{"id":"W6961321736","doi":"10.14288/bcs.v0i122.1496","title":"Circumscribing Vancouver Island","year":2010,"lang":"en","type":"article","venue":"Open Collections","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Margin (machine learning); Field (mathematics); Natural (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.000431173,0.0003094719,0.0002260394,0.001930969,0.008769554,0.003876092,0.0009889331,0.0006467369,0.03624908],"category_scores_gemma":[0.001217641,0.0002811481,0.000127394,0.002787669,0.001607243,0.0006520517,0.002622901,0.001302282,0.00371417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01079081,"about_ca_system_score_gemma":0.0256312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8379992,"about_ca_topic_score_gemma":0.9732101,"domain_scores_codex":[0.9992361,0.00005651808,0.00001747942,0.0001365757,0.0002479164,0.0003053879],"domain_scores_gemma":[0.9981411,0.0001135121,0.00008891612,0.0001349681,0.0007621747,0.0007595125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004360004,0.0002098995,0.1202589,0.0005478847,0.00003886696,0.003528242,0.02202261,0.0004283331,0.01326142,0.07306559,0.2894902,0.476712],"study_design_scores_gemma":[0.00001192797,0.00002079059,0.114202,0.0001418956,0.000007569394,0.0003325321,0.009858526,0.000110495,0.0004917539,0.001258166,0.8735455,0.00001878461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2164433,0.003960719,0.001925731,0.003799918,0.0005695915,0.0005699882,0.004461405,0.0003294166,0.76794],"genre_scores_gemma":[0.3450357,0.001245175,0.003739484,0.0013451,0.00006439251,0.0002260962,0.002693617,0.0001888265,0.6454617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1620008,"threshold_uncertainty_score":0.3259097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939034266876251,"score_gpt":0.2267302744251297,"score_spread":0.2073399317563672,"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."}}