{"id":"W4309195529","doi":"10.1021/bk-2022-1420.pr001","title":"Preface","year":2022,"lang":"en","type":"other","venue":"ACS symposium series","topic":"Click Chemistry and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Library science; Citation; Computer science; World Wide Web; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00002160135,0.0002544046,0.000217159,0.00002513877,0.0001304229,0.00003576623,0.000437145,0.0002390043,0.1334683],"category_scores_gemma":[0.000009573781,0.0002802411,0.00007600769,0.00008918482,0.0000851659,0.00003381625,0.000244446,0.0003020436,0.0002323646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005643181,"about_ca_system_score_gemma":0.00004953381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004987352,"about_ca_topic_score_gemma":0.00002528093,"domain_scores_codex":[0.9990666,0.000005647026,0.0001533993,0.0003840166,0.0001814273,0.0002089258],"domain_scores_gemma":[0.9989647,0.0000238945,0.0001503492,0.0007873723,0.00000985725,0.0000638066],"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":[0.000006587573,0.00004888186,0.00006322956,0.0002912225,0.00006061641,0.000005579186,0.00007410991,0.000002032951,0.1736988,0.0007853874,0.824894,0.00006957578],"study_design_scores_gemma":[0.00008511276,0.000004249468,5.475633e-7,0.00002881607,0.00003637703,0.00001972917,0.0001267993,2.198734e-7,0.1417694,0.00008217344,0.8575862,0.0002603896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004962107,0.0005136688,9.854876e-7,0.000837866,0.00007784741,0.0000677745,0.0005207292,0.0006190414,0.9968659],"genre_scores_gemma":[0.001307902,0.0005315128,0.00007451865,0.00007179635,0.0005630631,0.0003233656,0.0009464058,0.0004073496,0.9957741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1332359,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00766441543311743,"score_gpt":0.2243042049065389,"score_spread":0.2166397894734215,"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."}}