{"id":"W4365142153","doi":"10.1515/iupac.94.0931","title":"Reference Materials for Phase Equilibrium Studies. 2. Solid-Liquid Equilibria","year":2023,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; University of Alberta","funders":"","keywords":"Chemical nomenclature; Solubility; Aqueous solution; Thermodynamics; Phase equilibrium; Phase (matter); Binary number; Smoothing; Chemistry; Solubility equilibrium; Liquid phase; Process engineering; Computer science; Mathematics; Physical chemistry; Organic chemistry; Physics; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0005923424,0.0008173864,0.001575322,0.0001229839,0.0001512573,0.00005924472,0.0009375651,0.0006457199,0.0006451007],"category_scores_gemma":[0.004294547,0.0006931401,0.000353364,0.0003362997,0.0003509218,0.000129515,0.000947842,0.0007714556,0.00005050877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009234518,"about_ca_system_score_gemma":0.0004367183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001410091,"about_ca_topic_score_gemma":0.00005864468,"domain_scores_codex":[0.995677,0.0000562765,0.001146489,0.0009522561,0.001104013,0.001063969],"domain_scores_gemma":[0.9965594,0.0006187253,0.0003046121,0.001122596,0.001077569,0.0003170531],"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":[0.001037523,0.0003592622,3.11774e-9,0.001423598,0.0003889191,0.0000160792,0.00001790501,0.00004749876,0.1913207,0.00005765047,0.8052102,0.0001207],"study_design_scores_gemma":[0.001811013,0.0006610031,1.439457e-8,0.0007939572,0.0003222141,0.000005220655,0.00002821094,0.0006518537,0.05019916,0.0007713249,0.9439016,0.0008544531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002681299,0.0009352224,0.0002326392,0.0004194125,0.00183558,0.0007435575,0.9925526,0.000564854,0.00003487121],"genre_scores_gemma":[0.0005483469,0.0005169046,0.00009494738,0.0001900589,0.002953562,0.0002890778,0.9941792,0.0001680871,0.001059854],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1411215,"threshold_uncertainty_score":0.999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07023078663786365,"score_gpt":0.4612126605207292,"score_spread":0.3909818738828656,"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."}}