{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002123681,0.0002005719,0.0003824994,0.0002296521,0.0004614385,0.0004293793,0.000213542,0.0001619195,0.0019424],"category_scores_gemma":[0.0003032008,0.0001415934,0.0001725834,0.0002537818,0.0003792291,0.0002668557,0.0002626131,0.0002246341,0.0001510729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369596,"about_ca_system_score_gemma":0.0005522975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844331,"about_ca_topic_score_gemma":0.003763851,"domain_scores_codex":[0.9999408,0.000008801663,0.00000320355,0.00001085432,0.00002520621,0.00001117921],"domain_scores_gemma":[0.9999434,0.00002655183,0.000005845756,0.000004363812,0.00001433338,0.000005553489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001005,0.0001208087,0.002826971,0.0005358164,0.00004357648,0.000200947,0.0001291973,0.0781285,0.9006812,0.006218659,0.000546873,0.009562497],"study_design_scores_gemma":[0.0001102468,0.0006708564,0.007314784,0.00001733145,0.00004522426,0.00007230547,0.0001800357,0.3677126,0.6180795,0.002089088,0.003665745,0.0000421944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933398,0.0003913963,0.003375671,0.00009050318,0.00001623371,0.00002271132,0.000160783,0.00003895201,0.002563898],"genre_scores_gemma":[0.9987072,0.00008205038,0.0008697152,0.000006711613,0.00000392153,0.0000115682,0.00006495476,0.00001405053,0.0002397376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0019424,"threshold_uncertainty_score":0.006497979,"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."}}