{"id":"W2029399536","doi":"10.1016/s0010-938x(01)00063-4","title":"Characterization and growth of oxide films","year":2002,"lang":"en","type":"article","venue":"Corrosion Science","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Oxide; Indium phosphide; X-ray photoelectron spectroscopy; Yttrium; Semiconductor; Corrosion; Thermal oxidation; Chromia; Metallurgy; Inorganic chemistry; Chemical engineering; Gallium arsenide; Chemistry; Optoelectronics","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":[0.0001684877,0.0002402712,0.0002023433,0.0002674357,0.0002802991,0.0002416313,0.0002697123,0.0002600193,0.0007727635],"category_scores_gemma":[0.0005042581,0.0001622556,0.0001365593,0.0002334898,0.0001498427,0.0002984392,0.0001519898,0.0003541987,0.0001582511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597673,"about_ca_system_score_gemma":0.0001689745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147634,"about_ca_topic_score_gemma":0.00368891,"domain_scores_codex":[0.9998653,0.000007455895,0.00000802847,0.00002625577,0.00006452444,0.00002846755],"domain_scores_gemma":[0.9997179,0.00006820539,0.00003926916,0.00003637874,0.0001116221,0.00002650661],"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":[0.00001486673,0.000005611359,0.0001959509,0.00001278714,0.000001504842,0.00002338796,0.00002688597,0.00002940381,0.9990457,0.0000215114,0.00002296856,0.0005993036],"study_design_scores_gemma":[0.000002484345,0.00005717526,0.004110457,0.000001939367,0.000004411192,0.00004945502,0.00001834029,0.0004575423,0.9944858,0.00001179248,0.0007984997,0.000002223737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937332,0.0003778393,0.003856132,0.0000429844,0.00001337915,0.00002682858,0.0002755401,0.00003482056,0.001639137],"genre_scores_gemma":[0.9903566,0.000444007,0.005451939,0.00002692737,0.000008984031,0.00003303199,0.0006345499,0.00005634299,0.002987572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002147634,"threshold_uncertainty_score":0.004270256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146853403889169,"score_gpt":0.2197989476207544,"score_spread":0.2051136072318375,"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."}}