{"id":"W2299516110","doi":"10.1007/s11665-016-2007-6","title":"Effect of Film Formation Potential on Passive Behavior of Ultra-Fine-Grained 1050 Al Alloy Fabricated via ARB Process","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Iran Nanotechnology Initiative Council","keywords":"Materials science; Accumulative roll bonding; Alloy; Microstructure; Grain size; Transmission electron microscopy; Metallurgy; Dielectric spectroscopy; Scanning electron microscope; Corrosion; Electrochemistry; Composite material; Nanotechnology; Electrode","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":[0.0001080928,0.0001975642,0.0001708728,0.0001919173,0.0002243943,0.000416483,0.0004229673,0.0002853465,0.001902634],"category_scores_gemma":[0.0002837075,0.0002267667,0.0001138746,0.0001931494,0.0001557006,0.000390892,0.0001349919,0.0002577173,0.0002579963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143894,"about_ca_system_score_gemma":0.0001638442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136931,"about_ca_topic_score_gemma":0.002066288,"domain_scores_codex":[0.9999216,0.000005150716,0.000004309113,0.00002262707,0.00002187945,0.00002443943],"domain_scores_gemma":[0.9998242,0.00004813633,0.00004415258,0.00001810664,0.00004230902,0.00002318279],"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":[0.0001841635,0.00002396961,0.0002360321,0.0000435501,0.000005801404,0.00007602577,0.00005989401,0.0001642229,0.9980724,0.0001204709,0.0000747545,0.0009387025],"study_design_scores_gemma":[0.00001416739,0.0001351956,0.001655128,0.000003794784,0.00001397306,0.0000241809,0.00004200076,0.002195244,0.9954775,0.00001716857,0.0004174944,0.000004242202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984239,0.0002348036,0.000302283,0.00003156751,0.00002140834,0.00000313848,0.00006899515,0.00004710884,0.0008668609],"genre_scores_gemma":[0.9988959,0.00008505797,0.0002964724,0.000008375935,0.000003644106,0.000002530897,0.00003461665,0.00001196169,0.000661505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902634,"threshold_uncertainty_score":0.006364942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004492777440738114,"score_gpt":0.208233978345243,"score_spread":0.2037412009045049,"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."}}