{"id":"W2963986318","doi":"10.1016/b978-0-12-812823-7.00301-3","title":"The Logic of Organic Reaction Mechanisms","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Notation; Computer science; Section (typography); Chemistry; Mathematics; Arithmetic","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000270061,0.0003756123,0.0004519542,0.00003530756,0.0001380581,0.00004413708,0.0007291846,0.0006422646,0.001493926],"category_scores_gemma":[0.00008733317,0.0002855427,0.0002685442,0.00001030354,0.0001661774,0.00002071792,0.000282699,0.001041997,0.0003714141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225,"about_ca_system_score_gemma":0.0003729474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.055843e-7,"about_ca_topic_score_gemma":0.0000181767,"domain_scores_codex":[0.9980515,0.00001193019,0.0004863989,0.0004348239,0.0006524049,0.0003629922],"domain_scores_gemma":[0.9977146,0.0001759057,0.0004577249,0.001343337,0.0002083126,0.0001001664],"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":[0.00003577974,0.00001099623,0.000001785077,0.000662591,0.0002743732,0.00002230686,0.00005646176,1.327544e-7,0.3994551,0.03591482,0.0002146383,0.563351],"study_design_scores_gemma":[0.0002020171,0.0000256892,4.634402e-7,0.0002578991,0.000081413,0.00003339391,0.00001791069,0.000003613524,0.09349894,0.07401126,0.8315812,0.0002861982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008567376,0.0005149072,0.000004974489,0.00009082658,0.0001713933,0.0001905665,0.00003260857,0.00006695386,0.9988421],"genre_scores_gemma":[0.002035643,0.0002950653,0.00007821495,0.00003684583,0.0002540768,0.00001365663,0.00004446737,0.0001110708,0.9971309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8313665,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920868105926074,"score_gpt":0.2474480633144022,"score_spread":0.2282393822551415,"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."}}