{"id":"W4249491981","doi":"10.36019/9780813563893-010","title":"Notes","year":2019,"lang":"en","type":"book-chapter","venue":"Rutgers University Press eBooks","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Pharmaceuticals; U.S. National Library of Medicine; National Institute of Mental Health; University of California, San Diego; Johns Hopkins University; University of Oxford; Goddard Space Flight Center; Cincinnati Children's Hospital Medical Center; Harvard University; York University; Tulane University; Weill Cornell Medical College; University of Pennsylvania; George Washington University; National Institutes of Health; University of Cambridge; Princeton University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001600612,0.0003246304,0.0003496509,0.000255569,0.0001133099,0.0001197385,0.001609954,0.0002609983,0.00002049539],"category_scores_gemma":[0.00001380236,0.0003955745,0.0002574582,0.00001413712,0.0001077046,0.0002668844,0.001076083,0.0003771344,0.00009935027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832984,"about_ca_system_score_gemma":0.0003444544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004695723,"about_ca_topic_score_gemma":4.378111e-7,"domain_scores_codex":[0.9983845,0.00007012447,0.0001599582,0.0006802838,0.0004531382,0.0002520128],"domain_scores_gemma":[0.99812,0.0005335412,0.0002103497,0.000885673,0.0001259439,0.0001244559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001389741,0.000005244864,3.989219e-7,0.00003382307,0.00008656218,0.00009748541,0.0001332832,0.001073269,0.0000453142,0.98458,0.001430529,0.01250015],"study_design_scores_gemma":[0.0004768805,0.00005810343,0.000005023532,0.0001471093,0.00007434298,0.00001622398,0.000001375143,0.01172979,0.001375002,0.01895577,0.9663695,0.0007909061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002008922,0.0000488183,0.1609965,0.00007892033,0.0004688456,0.000228748,0.00003075949,0.0001942125,0.8379512],"genre_scores_gemma":[0.0006768442,0.00002366098,0.02028067,0.0001305968,0.00007479617,1.928303e-7,0.00001303733,0.00003102925,0.9787692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9656243,"threshold_uncertainty_score":0.9998496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544924851478252,"score_gpt":0.2321653089501025,"score_spread":0.19671606043532,"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."}}