{"id":"W968721643","doi":"10.1016/j.cbi.2011.03.002","title":"Introduction","year":2011,"lang":"en","type":"article","venue":"Chemico-Biological Interactions","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001352986,0.0007682622,0.0003731912,0.001114631,0.001111577,0.003056485,0.001632261,0.001552784,0.3185639],"category_scores_gemma":[0.003176796,0.0002006373,0.0006003644,0.0008844007,0.0007941414,0.001737962,0.002349328,0.001635493,0.2174735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000923763,"about_ca_system_score_gemma":0.001740193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391896,"about_ca_topic_score_gemma":0.001446375,"domain_scores_codex":[0.9990392,0.0001437778,0.00003866197,0.000261642,0.0003950552,0.0001217369],"domain_scores_gemma":[0.9986926,0.0002010705,0.00006900331,0.000215867,0.0005786725,0.0002427585],"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":[0.00019047,0.0001155227,0.001113192,0.0005620737,0.0000130402,0.0002261382,0.000360737,0.0002827253,0.003819611,0.1188815,0.3819202,0.4925148],"study_design_scores_gemma":[0.000005607055,0.00002600171,0.0002828461,0.00008859365,0.000004236167,0.0001461167,0.0000636088,0.00006858959,0.0008062006,0.006341108,0.9921604,0.000006636348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004507452,0.006120618,0.04666572,0.01086269,0.01145334,0.0004635437,0.005052539,0.002680043,0.9121941],"genre_scores_gemma":[0.02693532,0.005420696,0.0237846,0.007883343,0.002917613,0.0004463024,0.00550545,0.0008296641,0.9262771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6814361,"threshold_uncertainty_score":0.9719858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357673328446617,"score_gpt":0.3092072370480628,"score_spread":0.1734399042034011,"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."}}