{"id":"W4252089508","doi":"10.1515/iupac.80.0073","title":"Clarke–Glew Equation","year":2016,"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":"Western University","funders":"","keywords":"Terminology; Glossary; Confusion; Chemical nomenclature; Solubility; Diversity (politics); Order (exchange); Nomenclature; Epistemology; Chemistry; Sociology; Philosophy; Organic chemistry; Linguistics; Psychology; Anthropology; Taxonomy (biology); Ecology; Biology","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":[0.000556664,0.0005828496,0.0006503437,0.0001150105,0.0001594651,0.0001342625,0.001043049,0.001029511,0.04103712],"category_scores_gemma":[0.002125682,0.000490588,0.0002529758,0.0001554625,0.0001893207,0.0001084822,0.000416605,0.001300609,0.00001557878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311036,"about_ca_system_score_gemma":0.001729087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219853,"about_ca_topic_score_gemma":0.0002443806,"domain_scores_codex":[0.9955001,0.00004883982,0.0006296595,0.000796755,0.002242413,0.0007821953],"domain_scores_gemma":[0.9966373,0.0001977783,0.0003581296,0.001763484,0.0006947688,0.0003485139],"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":[0.0001189868,0.0001843977,0.00001132866,0.0008917322,0.0001557894,0.0001275775,0.000005195184,8.189187e-7,0.001561873,0.000005552155,0.9920321,0.004904691],"study_design_scores_gemma":[0.001023586,0.00003835871,0.000001277788,0.0005963167,0.00009264612,0.0000263377,0.00001277998,0.00001840307,0.003396734,0.000333772,0.9938971,0.0005626983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001059338,0.0005419742,0.0001116923,0.0008910458,0.0002306626,0.0001221813,0.9963084,0.0001480853,0.001540055],"genre_scores_gemma":[0.00002371718,0.001068642,0.00005035547,0.00009541871,0.002429243,0.00003382952,0.9865374,0.00007489319,0.009686524],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04102154,"threshold_uncertainty_score":0.9997545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937615188141801,"score_gpt":0.4200212712472776,"score_spread":0.3906451193658595,"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."}}