{"id":"W7068339821","doi":"","title":"CANADA","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0003524697,0.001218793,0.0007322304,0.001931273,0.003986346,0.005197919,0.001270136,0.001691144,0.802026],"category_scores_gemma":[0.00184669,0.0005157285,0.0004320036,0.002928466,0.0009316214,0.001460547,0.002169421,0.001564603,0.5765814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007154769,"about_ca_system_score_gemma":0.01174585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4496851,"about_ca_topic_score_gemma":0.6956742,"domain_scores_codex":[0.9992492,0.00004110894,0.00002118429,0.0001885377,0.0003585331,0.0001413907],"domain_scores_gemma":[0.9987065,0.0001378952,0.00005806101,0.0001424829,0.0006824918,0.0002725001],"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":[0.00006729877,0.00003940499,0.0005850477,0.0001931822,0.00001094506,0.0002482516,0.0001103253,0.0002880655,0.0004914575,0.01922753,0.8397064,0.1390321],"study_design_scores_gemma":[0.000005165085,0.000003708076,0.0004827055,0.00004804429,0.000002070823,0.0000412773,0.00006950994,0.0000644857,0.0001042754,0.0009238885,0.9982504,0.00000446072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005609066,0.001205435,0.0004666125,0.001188843,0.0005096934,0.00003593129,0.006759685,0.0004527167,0.9888203],"genre_scores_gemma":[0.0009774029,0.0003628766,0.000222483,0.0001723153,0.00001875977,0.000008592028,0.00124436,0.000121056,0.9968721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4496851,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002603356745516015,"score_gpt":0.1723157840134314,"score_spread":0.1697124272679154,"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."}}