{"id":"W1967421196","doi":"10.3139/146.101546","title":"Application of FactSage thermodynamic modeling of recycled slags (Al<sub>2</sub>O<sub>3</sub>–CaO–FeO–Fe<sub>2</sub>O<sub>3</sub>–SiO<sub>2</sub>–PbO–ZnO) in the treatment of wastes from end-of-life-vehicles","year":2007,"lang":"en","type":"article","venue":"International Journal of Materials Research (formerly Zeitschrift fuer Metallkunde)","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Liquidus; Materials science; Thermodynamics; Gibbs free energy; Extrapolation; Phase diagram; Component (thermodynamics); Ceramic; Oxide; Slag (welding); Phase (matter); Metallurgy; Chemistry","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":[0.005977965,0.001270114,0.00258534,0.002151748,0.0002481462,0.0003208135,0.002573785,0.000765326,0.0000740046],"category_scores_gemma":[0.0006316605,0.001010954,0.001113404,0.001271006,0.0006619187,0.001469466,0.0003965874,0.001257061,0.00005290869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795742,"about_ca_system_score_gemma":0.0006347705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003896855,"about_ca_topic_score_gemma":0.000553388,"domain_scores_codex":[0.9863425,0.001075694,0.005242965,0.0010573,0.004682075,0.001599429],"domain_scores_gemma":[0.9910944,0.002092192,0.002472026,0.00117324,0.002571347,0.00059687],"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":[0.002336975,0.001334842,0.00006778054,0.0005040927,0.002096904,0.00008784411,0.001068666,0.0205969,0.9222735,0.002018483,0.00001677566,0.04759728],"study_design_scores_gemma":[0.003515019,0.0009738309,0.002226642,0.0007833591,0.0002993787,0.00007774443,0.0007794849,0.08152398,0.9047807,0.00414724,0.0001284743,0.0007641775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956446,0.002028646,0.03774772,0.0002454804,0.00089421,0.001362611,0.0007450273,0.00008498483,0.0004453277],"genre_scores_gemma":[0.9844359,0.01360861,0.0005285583,0.00006898964,0.0005877555,0.0001192907,0.0003601196,0.0002887358,0.00000208435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06092707,"threshold_uncertainty_score":0.9992341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279908228023935,"score_gpt":0.2962360480640746,"score_spread":0.2682452252616811,"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."}}