{"id":"W4313608233","doi":"10.2139/ssrn.4316487","title":"Experimental and Modeling of Thermodynamics of Al <sub>2</sub>O <sub>3</sub> Corundum and TiO <sub>2</sub> Rutile Structures Forming on Ti-6Al-4V Powder During Oxidation","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Corundum; Thermodynamics; Chemistry; Mineralogy; Physics","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":[0.0002261065,0.0002353767,0.0002582048,0.0002427202,0.0003995668,0.0002705769,0.000592096,0.0003233856,0.005492662],"category_scores_gemma":[0.0005140682,0.0002337829,0.0002928916,0.0002261627,0.0004330072,0.0004163276,0.0001519029,0.0003657633,0.0004552434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008681382,"about_ca_system_score_gemma":0.0003128937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003610643,"about_ca_topic_score_gemma":0.003510678,"domain_scores_codex":[0.9998773,0.000008883966,0.000003846993,0.00003109402,0.00004925072,0.00002961997],"domain_scores_gemma":[0.9998325,0.00009619898,0.00001197884,0.00002176426,0.00003155649,0.000005836942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008494413,0.0002287402,0.009237703,0.0004381427,0.00003218707,0.0002677552,0.0003485232,0.1175356,0.8419597,0.009384222,0.001489331,0.01822857],"study_design_scores_gemma":[0.0000335903,0.0002158519,0.02285743,0.00001365537,0.00001768191,0.00008015939,0.0001318651,0.2676192,0.7048936,0.001629118,0.002476887,0.00003098148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800323,0.0003976401,0.008095685,0.0001257975,0.00003286029,0.00003983409,0.001164062,0.0001928275,0.00991906],"genre_scores_gemma":[0.9983626,0.0000574356,0.0004417297,0.000005423643,0.000003013902,0.00001641866,0.0002520136,0.00001853864,0.000842877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005492662,"threshold_uncertainty_score":0.01837474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262614666779653,"score_gpt":0.2401412083691606,"score_spread":0.227515061701364,"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."}}