{"id":"W4233232732","doi":"10.1515/iupac.80.0094","title":"Equilibrium","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; Nomenclature; Diversity (politics); Order (exchange); Chemistry; Philosophy; Sociology; Organic chemistry; Linguistics; Psychology; Taxonomy (biology); Anthropology; Ecology; Business; 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":[0.00009804332,0.0005145037,0.0005752887,0.00006002461,0.00003572304,0.00005701935,0.0006923855,0.0007812452,0.01908485],"category_scores_gemma":[0.0002507353,0.0003894719,0.0003109689,0.00007784704,0.0001350586,0.0000311895,0.0003662423,0.0006625493,0.000001996871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776111,"about_ca_system_score_gemma":0.0003849961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002990329,"about_ca_topic_score_gemma":0.00004891422,"domain_scores_codex":[0.9976413,0.00001284183,0.0003829901,0.0006102154,0.0008659007,0.0004868137],"domain_scores_gemma":[0.9980606,0.00004597871,0.0002179518,0.001230862,0.0002227286,0.0002218196],"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":[0.00008116334,0.00005616066,4.27953e-7,0.0002713271,0.0001264279,0.0001024865,0.000001612592,3.728485e-7,0.02775531,0.0000109358,0.9689664,0.002627358],"study_design_scores_gemma":[0.0006746352,0.00001819168,3.283591e-7,0.0003323604,0.00009912784,0.00002883978,0.000002836568,0.000008951993,0.003603687,0.0008251208,0.9938825,0.000523407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000821777,0.0006110022,0.00003262006,0.0002210855,0.0003425617,0.00005970757,0.9968939,0.00008714197,0.0009301733],"genre_scores_gemma":[0.0001003618,0.0002928127,0.00002243955,0.0001779654,0.001306499,0.000007471786,0.9968591,0.00007433852,0.001158994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02491609,"threshold_uncertainty_score":0.9998557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0071593930578344,"score_gpt":0.350765637273369,"score_spread":0.3436062442155345,"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."}}