{"id":"W2803038062","doi":"10.1016/j.jeurceramsoc.2018.04.031","title":"Critical thermodynamic optimization of the Li2O-Al2O3-SiO2 system and its application for the thermodynamic analysis of the glass-ceramics","year":2018,"lang":"en","type":"article","venue":"Journal of the European Ceramic Society","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; JFE Steel Corporation","keywords":"Liquidus; Gibbs free energy; Thermodynamics; Phase diagram; Materials science; Thermodynamic databases for pure substances; Crystallization; CALPHAD; Thermodynamic process; Phase (matter); Thermodynamic system; Material properties; Chemistry; Physics; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001292606,0.000215273,0.0003877454,0.00003687376,0.0003317738,0.00004945241,0.001149924,0.00009369367,0.00000810815],"category_scores_gemma":[0.0001583848,0.00009390505,0.000884853,0.0007582913,0.0003526377,0.0001104399,0.0001989976,0.0003744475,7.278886e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379977,"about_ca_system_score_gemma":0.00004448709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005224957,"about_ca_topic_score_gemma":0.000007405919,"domain_scores_codex":[0.9982032,0.000291099,0.000726098,0.0001616611,0.000405326,0.0002126501],"domain_scores_gemma":[0.9978216,0.0004406361,0.0006113688,0.0005930941,0.0004891815,0.00004411296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004478922,0.00007546861,0.000146366,0.0004286841,0.002178929,2.331057e-7,0.001389835,0.9612188,0.02386159,0.008246485,0.00006061832,0.002348259],"study_design_scores_gemma":[0.0002944361,0.00002998934,0.01059537,0.0001043814,0.001376281,0.00001604284,0.0003623545,0.9866394,0.0001468861,0.000245018,0.00008434815,0.0001054756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6575387,0.0008576071,0.3376012,0.0005707724,0.000865818,0.0006051267,0.00006248692,0.00003184661,0.001866445],"genre_scores_gemma":[0.9990423,0.000250345,0.0002851894,0.00008417419,0.0002240798,0.000004316258,0.000001645462,0.00005797573,0.00004995392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3415036,"threshold_uncertainty_score":0.3829337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008529695135678503,"score_gpt":0.2261186170889615,"score_spread":0.217588921953283,"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."}}