{"id":"W2935360922","doi":"10.1149/2.0081911jes","title":"In-Situ Polarized Neutron Reflectometry Study of the Passive Film Growth on Fe-20Cr Alloy","year":2019,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Neutron reflectometry; Passivation; Materials science; Alloy; Dissolution; Oxide; Reflectometry; Surface finish; Neutron; Surface roughness; Neutron scattering; Analytical Chemistry (journal); Layer (electronics); Scattering; Optics; Metallurgy; Composite material; Small-angle neutron scattering; Chemical engineering; 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":[0.0001534106,0.0003273199,0.000287429,0.000157047,0.0001689887,0.0001755722,0.0002452065,0.0002320178,0.0007352014],"category_scores_gemma":[0.0001884676,0.0002131345,0.0001464377,0.0001627446,0.0001757627,0.0001919875,0.0001115017,0.0002801031,0.0001563329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708115,"about_ca_system_score_gemma":0.00008638704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326582,"about_ca_topic_score_gemma":0.001813847,"domain_scores_codex":[0.9999253,0.00001214725,0.000004206242,0.00001869695,0.00002563552,0.00001413244],"domain_scores_gemma":[0.9998772,0.00003275112,0.00002552193,0.00001167949,0.00004536904,0.000007412028],"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":[0.00004018945,0.00000598084,0.0001308216,0.00001569547,0.000002010962,0.00002945105,0.00002260183,0.00004683528,0.9992549,0.00002508175,0.00001297556,0.0004134258],"study_design_scores_gemma":[0.000002598654,0.00005088569,0.001805082,0.000002146613,0.000008125902,0.00005937209,0.00003078131,0.000865386,0.996806,0.000008737205,0.0003584051,0.000002489315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996287,0.0002760525,0.002061236,0.00002666073,0.000009159,0.000006278491,0.0001280473,0.000024595,0.001181044],"genre_scores_gemma":[0.9941063,0.0004437236,0.002959084,0.00001445152,0.000005698839,0.000008547525,0.000160751,0.00002039994,0.002281011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326582,"threshold_uncertainty_score":0.002637684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00990151565942677,"score_gpt":0.2671987499346198,"score_spread":0.2572972342751931,"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."}}