{"id":"W1918801735","doi":"10.1007/s11663-015-0368-0","title":"Aluminum Deoxidation Equilibria in Liquid Iron: Part I. Experimental","year":2015,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Aluminium; Solubility; Formalism (music); Metallurgy; Activity coefficient; Liquid steel; Refining (metallurgy); Materials science; Thermodynamics; Chemistry; Analytical Chemistry (journal); Physical chemistry; Aqueous solution; Physics; Chromatography","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":[0.0002659631,0.0003564913,0.0003786233,0.0003632665,0.001123801,0.0003062875,0.0006990473,0.00044797,0.006498178],"category_scores_gemma":[0.0004972434,0.0002382869,0.0001957715,0.000406483,0.0004994596,0.0005847234,0.0004848962,0.0008442107,0.001006455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009139177,"about_ca_system_score_gemma":0.0004592722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781049,"about_ca_topic_score_gemma":0.004838583,"domain_scores_codex":[0.9997481,0.000030645,0.00001407395,0.00006127636,0.00007926695,0.00006674176],"domain_scores_gemma":[0.9998398,0.0000484291,0.00002942858,0.00003823455,0.00003581347,0.000008271506],"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":[0.001475072,0.0004695824,0.001828206,0.0004902968,0.00002260645,0.0001687369,0.000389029,0.002163012,0.9738418,0.005297807,0.001898558,0.01195525],"study_design_scores_gemma":[0.0001798073,0.0006971248,0.002207029,0.00002542623,0.00001447017,0.00008715784,0.0001695741,0.003421581,0.9826373,0.0008036309,0.009733114,0.00002367903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795002,0.00097539,0.004667014,0.0001378132,0.00003594784,0.0002316974,0.002026613,0.0001532999,0.01227206],"genre_scores_gemma":[0.9909948,0.0007465799,0.003014186,0.00004650265,0.00003075596,0.000146151,0.0009642035,0.00003249456,0.004024396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006498178,"threshold_uncertainty_score":0.02173859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198835884368308,"score_gpt":0.2254900696038569,"score_spread":0.2035017107601738,"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."}}