{"id":"W4365149552","doi":"10.1515/iupac.94.0908","title":"Valence Isomer","year":2023,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Terminology; Abandonment (legal); Valence (chemistry); Field (mathematics); Meaning (existential); Computer science; Chemistry; Epistemology; Linguistics; Philosophy; Mathematics; Political science; Organic chemistry; Pure mathematics","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":[0.0004402379,0.0005971572,0.0006940498,0.0001348522,0.000161122,0.0001382252,0.001402294,0.0008432901,0.01155818],"category_scores_gemma":[0.001907697,0.0005957612,0.000271449,0.0003663082,0.0002341145,0.00006912831,0.0006815329,0.001907841,0.0001198392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007565982,"about_ca_system_score_gemma":0.001402567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004567952,"about_ca_topic_score_gemma":0.0005908047,"domain_scores_codex":[0.9952559,0.00002857242,0.0005658406,0.0008873132,0.002357862,0.0009045217],"domain_scores_gemma":[0.9967979,0.0001900043,0.000240003,0.001866609,0.0005370124,0.0003685266],"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":[0.00005158929,0.0001681447,0.00001576307,0.00171409,0.0001656052,0.0004781158,0.000007478391,0.000003873984,0.0004458355,0.000001076296,0.9962201,0.0007283438],"study_design_scores_gemma":[0.0005367281,0.00002892208,0.000003393876,0.0004871763,0.00008970496,0.00002934299,0.00003873156,0.00001900245,0.001214817,0.0001158135,0.9968546,0.0005817699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001484346,0.0004801081,0.000005555139,0.0004687954,0.0003441706,0.00009698515,0.9976283,0.0003287398,0.0004989492],"genre_scores_gemma":[0.000003141331,0.002019746,0.00003330543,0.00008495063,0.001731381,0.00003668763,0.9753773,0.0001080324,0.02060546],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02225096,"threshold_uncertainty_score":0.9996494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552409740130395,"score_gpt":0.4303185524459092,"score_spread":0.4047944550446053,"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."}}