{"id":"W2950631208","doi":"10.1002/chin.200813168","title":"ChemInform Abstract: 1,3,5‐Trisubstituted 1,4‐Diazepin‐2‐ones.","year":2008,"lang":"en","type":"article","venue":"ChemInform","topic":"Asymmetric Synthesis and Catalysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Chemistry; Combinatorial chemistry; Information retrieval; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001465699,0.0003964318,0.0004852225,0.0001555883,0.0002675637,0.00004279357,0.0006019463,0.0003627681,0.008884677],"category_scores_gemma":[0.0003400118,0.0003723064,0.0003609303,0.0006137425,0.0002142494,0.0004457026,0.000132134,0.0003338097,0.001118406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144994,"about_ca_system_score_gemma":0.0001608037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007202774,"about_ca_topic_score_gemma":0.000002651904,"domain_scores_codex":[0.9977201,2.18693e-8,0.0006729243,0.0003830155,0.0005917553,0.0006321442],"domain_scores_gemma":[0.9982635,0.000149949,0.00030297,0.0008331254,0.0001361153,0.0003143746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003151603,0.0001133067,0.0003971732,0.0001379156,0.0001367187,0.0000568286,0.0005111938,1.984737e-7,0.002820763,0.0000852778,0.07361163,0.9220975],"study_design_scores_gemma":[0.0004805092,0.000004345645,0.001067793,0.00003025613,0.00004725487,0.0001117937,0.0002881373,0.000007809498,0.7285433,0.00001639319,0.2689689,0.0004335213],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02341704,0.0004817097,5.500767e-7,0.00006150292,0.00009621023,0.00006166055,0.00003549501,0.0002985013,0.9755473],"genre_scores_gemma":[0.8852044,0.0004197776,0.00004931297,0.0001396411,0.0004244494,0.00006144198,0.0002792744,0.00004539113,0.1133763],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9216639,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198547772840293,"score_gpt":0.223043090243826,"score_spread":0.2031883129597967,"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."}}