{"id":"W4239576004","doi":"10.1515/iupac.80.0147","title":"Phase Diagram","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); Nomenclature; Epistemology; Chemistry; Sociology; Philosophy; Linguistics; Organic chemistry; Psychology; Taxonomy (biology); Anthropology; Business; Ecology","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":[0.0001023664,0.0005449182,0.0006126678,0.00006443921,0.00007143679,0.00006026689,0.0006272467,0.0007598794,0.01460126],"category_scores_gemma":[0.0003082624,0.0004082901,0.0003326019,0.00008563681,0.0001407671,0.0000283089,0.0002399061,0.0007137104,0.000001730378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704007,"about_ca_system_score_gemma":0.0003435779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003179026,"about_ca_topic_score_gemma":0.00006965627,"domain_scores_codex":[0.9976465,0.00001441894,0.0004026137,0.000619693,0.0008377206,0.0004791077],"domain_scores_gemma":[0.9980363,0.00004737949,0.0002368798,0.001196449,0.0002224798,0.0002605652],"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":[0.0001424684,0.0003845966,1.660479e-7,0.0002254326,0.0001561744,0.0001575275,0.000002383192,1.480269e-7,0.01251598,0.00001245085,0.9584392,0.02796345],"study_design_scores_gemma":[0.002830778,0.00006186573,8.063059e-8,0.0002966574,0.0001373929,0.00002488189,0.000003005519,0.00001619562,0.003167743,0.0006660876,0.9922412,0.0005541265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001227417,0.0006394941,0.0001404383,0.0001626436,0.0003040713,0.00008075632,0.9969513,0.00008797794,0.0004059355],"genre_scores_gemma":[0.0002405284,0.0007470957,0.0000227507,0.0001695157,0.001205139,0.00001342329,0.9969779,0.00007175237,0.0005519431],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03380196,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007566787475047222,"score_gpt":0.383829071126321,"score_spread":0.3762622836512737,"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."}}