{"id":"W2279383292","doi":"10.2298/jsc131121144m","title":"Change of n-type to p-type conductivity of the semiconductor passive film on N-steel: Enhancement of the pitting corrosion resistance","year":2013,"lang":"en","type":"article","venue":"Journal of the Serbian Chemical Society","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"X-ray photoelectron spectroscopy; Materials science; Dielectric spectroscopy; Corrosion; Pitting corrosion; Chloride; Austenitic stainless steel; Austenite; Conductivity; Semiconductor; Metallurgy; Surface layer; Electrochemistry; Analytical Chemistry (journal); Layer (electronics); Composite material; Chemical engineering; Chemistry; Microstructure; Optoelectronics; Electrode; Physical chemistry","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":[0.0001086912,0.0002498557,0.0001982613,0.00010759,0.0001036837,0.0001510353,0.0002483338,0.0002837686,0.0006700241],"category_scores_gemma":[0.0001717378,0.0001571688,0.0001564614,0.00009726982,0.0001736668,0.0001556386,0.0001104243,0.000221898,0.0002424228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177278,"about_ca_system_score_gemma":0.00008209317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000520991,"about_ca_topic_score_gemma":0.001087855,"domain_scores_codex":[0.9999195,0.00001026823,0.000005212838,0.00001883813,0.00003251049,0.00001355121],"domain_scores_gemma":[0.9999213,0.00001665704,0.00001188443,0.000007651216,0.00003329161,0.000009223849],"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":[0.00001045167,0.000001709897,0.00004427936,0.00001161401,9.0315e-7,0.00002673347,0.000007630767,0.00001577851,0.999516,0.000009726571,0.000006573072,0.0003485238],"study_design_scores_gemma":[0.00000250663,0.00007864447,0.001894691,0.000001486502,0.000004384257,0.0000971413,0.0000148095,0.0004436908,0.9971315,0.00001105604,0.0003184858,0.000001714275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961783,0.0004096512,0.002240265,0.00004173994,0.00001692888,0.000008494495,0.00004534623,0.00003114642,0.001028034],"genre_scores_gemma":[0.9966807,0.0002458098,0.001514951,0.00002059365,0.000004159121,0.000004952125,0.00004805491,0.00000684361,0.001473982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006700241,"threshold_uncertainty_score":0.002241433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326953072106978,"score_gpt":0.2713270284694967,"score_spread":0.2380574977484269,"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."}}