{"id":"W4235359411","doi":"10.1515/iupac.80.0192","title":"Unary System","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Terminology; Glossary; Confusion; Solubility; Chemical nomenclature; Diversity (politics); Quinary; Nomenclature; Chemistry; Philosophy; Sociology; Organic chemistry; Linguistics; Psychology; Taxonomy (biology); Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001814288,0.002366253,0.002006129,0.003887855,0.001366823,0.004669289,0.004520621,0.002792293,0.1828615],"category_scores_gemma":[0.016329,0.0009751247,0.002298156,0.006754106,0.0007165871,0.005018576,0.003128832,0.002605176,0.2868743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001932943,"about_ca_system_score_gemma":0.004141281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435933,"about_ca_topic_score_gemma":0.02454698,"domain_scores_codex":[0.9973484,0.0005040781,0.0003678178,0.001042513,0.0004197009,0.0003174455],"domain_scores_gemma":[0.9959627,0.001283946,0.0003057511,0.001394408,0.0008291139,0.0002241867],"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":[0.0001295497,0.00001755459,0.0005419071,0.0008341083,0.00003776415,0.00002907847,0.0000227472,0.0003212905,0.0000831686,0.001388156,0.9906894,0.005905129],"study_design_scores_gemma":[0.0001543999,0.00001572452,0.0009191317,0.0002956427,0.00002179886,0.00006032879,0.00005352333,0.0006201619,0.0002526847,0.005013754,0.9925691,0.00002365918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001099645,0.0001432455,0.0003232492,0.0001615921,0.00005630772,0.00003056056,0.995533,0.001755222,0.001886866],"genre_scores_gemma":[0.0005290368,0.0001484061,0.0009773769,0.0001793318,0.00001711419,0.0001366413,0.9966432,0.0002805803,0.001088377],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1828615,"threshold_uncertainty_score":0.6117327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005500568400742358,"score_gpt":0.336051835490369,"score_spread":0.3305512670896266,"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."}}