{"id":"W2151341912","doi":"10.1111/jace.14002","title":"Coupled Experimental and Thermodynamic Optimization of the Na <sub>2</sub> O–FeO–Fe <sub>2</sub> O <sub>3</sub> –Al <sub>2</sub> O <sub>3</sub> System: Part 2. Thermodynamic Optimization","year":2015,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Tata Steel; Voestalpine; Rick Hansen Institute","keywords":"Phase diagram; Thermodynamics; CALPHAD; Oxidizing agent; Solid solution; Formalism (music); Chemistry; Phase (matter); Materials science; 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":[0.0007744151,0.0006766433,0.0008196973,0.0003258724,0.0007123455,0.0005120397,0.0007792992,0.0004205612,0.002128045],"category_scores_gemma":[0.0009598274,0.0004715893,0.0005159877,0.0005894973,0.0006135468,0.0008370732,0.0006593553,0.0007126976,0.0003277055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053937,"about_ca_system_score_gemma":0.0008458916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336803,"about_ca_topic_score_gemma":0.00410221,"domain_scores_codex":[0.9996388,0.00004107993,0.0000190873,0.00007892444,0.0001846022,0.00003759177],"domain_scores_gemma":[0.9997428,0.00008009007,0.00002784585,0.00005333435,0.0000881022,0.000007821618],"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":[0.0006516242,0.0003717912,0.002469986,0.0007047734,0.0001066224,0.00007328434,0.0001677238,0.1764898,0.7900748,0.003218907,0.0005593531,0.02511119],"study_design_scores_gemma":[0.000042457,0.0003409117,0.002095675,0.000007820063,0.00004207223,0.00002548138,0.00005767091,0.2274863,0.766358,0.0009986372,0.002510166,0.00003478032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92522,0.0006819798,0.06494778,0.0001429432,0.00003671902,0.0003004335,0.001042044,0.000342816,0.007285341],"genre_scores_gemma":[0.967855,0.0003744308,0.02961295,0.00002875975,0.000009709143,0.0003335304,0.0006395101,0.0001139662,0.001032142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002336803,"threshold_uncertainty_score":0.007646799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009030911920544301,"score_gpt":0.2104287095033117,"score_spread":0.2013977975827674,"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."}}