{"id":"W4232098160","doi":"10.1515/iupac.80.0098","title":"Fitting Equation","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; Chemical nomenclature; Solubility; Diversity (politics); Order (exchange); Chemistry; Epistemology; Sociology; Philosophy; Physical chemistry; Organic chemistry; Linguistics; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001449101,0.000377053,0.0004089962,0.00005439271,0.00007424392,0.00005207247,0.000407901,0.000607868,0.008401589],"category_scores_gemma":[0.0005164778,0.0002965794,0.0002081803,0.00007018063,0.00006715731,0.00003055358,0.0001880679,0.000534848,0.000001181923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004010832,"about_ca_system_score_gemma":0.000267637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003492542,"about_ca_topic_score_gemma":0.00004958224,"domain_scores_codex":[0.9980349,0.00001387549,0.0003705601,0.0004773149,0.0007581035,0.00034528],"domain_scores_gemma":[0.9985293,0.00006700632,0.0002744501,0.0007707776,0.0002293376,0.000129194],"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":[0.00004586798,0.00003784303,8.258622e-7,0.0002330358,0.0000859584,0.00003627075,0.000003448164,0.000001393687,0.01156467,0.00001809406,0.9785019,0.009470716],"study_design_scores_gemma":[0.0005521868,0.00001262926,5.533767e-7,0.0004246089,0.00008135157,0.00001118986,0.000005459729,0.0000636687,0.00227694,0.0009529811,0.99523,0.0003883954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007202326,0.000324118,0.0003461524,0.0001615366,0.0002277781,0.00005682473,0.997674,0.00006458501,0.0004247885],"genre_scores_gemma":[0.0002426565,0.0002621058,0.00005585156,0.0001212848,0.001108822,0.000007052789,0.9977448,0.00005076689,0.000406679],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01672816,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071439057425382,"score_gpt":0.3602866686975343,"score_spread":0.3495722781232805,"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."}}