{"id":"W2022755320","doi":"10.1007/s11663-000-0100-5","title":"Coupled experimental and thermodynamic modeling studies for metallurgical smelting and coal combustion slag systems","year":2000,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Liquidus; Slag (welding); Solidus; Metallurgy; Smelting; Combustion; Coal; Thermodynamics; Ternary operation; Materials science; Process engineering; Chemistry; Alloy; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007316906,0.0006082052,0.001158111,0.0003617624,0.0007900873,0.0007923809,0.0009635992,0.0005793985,0.002016615],"category_scores_gemma":[0.001187208,0.0003918036,0.0007650775,0.0005999011,0.001037039,0.001738593,0.000670749,0.0006072674,0.0001751981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594739,"about_ca_system_score_gemma":0.0007747488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008104292,"about_ca_topic_score_gemma":0.005272956,"domain_scores_codex":[0.9996709,0.00005257029,0.00002732817,0.00008157184,0.000117419,0.0000503018],"domain_scores_gemma":[0.9994331,0.0003212473,0.00005126313,0.00007224463,0.0001038042,0.0000184122],"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":[0.001240692,0.0008095865,0.006379152,0.0003462729,0.0001202271,0.0002014988,0.0002930088,0.813238,0.1606607,0.00721425,0.0004390781,0.009057666],"study_design_scores_gemma":[0.00007908994,0.000164862,0.002300512,0.000003078068,0.00002309613,0.00001811641,0.00004946326,0.9078014,0.08832346,0.0008903196,0.0003202578,0.00002635566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901376,0.0002506499,0.00711926,0.0001021691,0.00001571596,0.0000369338,0.0001822708,0.00008421655,0.002071133],"genre_scores_gemma":[0.9989428,0.00008662583,0.000555002,0.000005699731,0.000004275289,0.00001836572,0.00008670781,0.000009889079,0.000290566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008104292,"threshold_uncertainty_score":0.01611423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457406746364701,"score_gpt":0.251480856168189,"score_spread":0.226906788704542,"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."}}