{"id":"W7116087867","doi":"10.82417/mx3j-vd34","title":"Effect of Cr2O3 in steel refining slag on the corrosion kinetics of MgO-C refractories","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Corrosion; Slag (welding); Dissolution; Flue-gas desulfurization; Refining (metallurgy); Penetration (warfare); Kinetics","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":[0.001194276,0.0006521542,0.001201397,0.0009107947,0.00003422069,0.00002854208,0.0006757453,0.0006545315,0.0008336456],"category_scores_gemma":[0.002251265,0.000456556,0.0002006832,0.001049218,0.0002812829,0.00003840763,0.0002751994,0.0008263992,0.0005654007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149337,"about_ca_system_score_gemma":0.0001203791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005468646,"about_ca_topic_score_gemma":0.001745797,"domain_scores_codex":[0.9965186,0.001031421,0.0005540867,0.0005913059,0.0008613822,0.0004431887],"domain_scores_gemma":[0.9950978,0.002107162,0.001159234,0.001472958,0.0001028207,0.0000600649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002059738,0.000355638,0.003158987,0.001810261,0.00013918,0.00003273587,0.001271608,0.0001454781,0.1684886,0.005609178,0.8145111,0.00241747],"study_design_scores_gemma":[0.001931042,0.001702866,0.001656936,0.01120431,0.0002408294,0.00000174621,0.0002108719,0.00004965174,0.1307708,0.00003019211,0.8515516,0.0006491196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02933444,0.001945369,0.00002814948,0.0004611542,0.001516158,0.0013506,0.0008642178,0.0002871266,0.9642128],"genre_scores_gemma":[0.2556683,0.000154086,0.0002173569,0.00007426926,0.0001944408,0.00006564127,0.00008642974,0.001168991,0.7423704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2263339,"threshold_uncertainty_score":0.9997886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009642728451278,"score_gpt":0.2732918290084286,"score_spread":0.2631954017239159,"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."}}