{"id":"W1984844711","doi":"10.1149/1.1737383","title":"New Interpretation of the Effect of Hydrogen on the Ion Distributions and Structure of Passive Films on Microalloyed Steel","year":2004,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Hydrogen; Dielectric spectroscopy; Materials science; Diffusion; Capacitance; Corrosion; Ion; Electrochemistry; Chemical physics; Analytical Chemistry (journal); Metallurgy; Chemistry; Electrode; Thermodynamics; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001760684,0.00008780663,0.0001790764,0.000007957249,0.00008047718,0.000009153756,0.0002431886,0.00007706481,0.00003051502],"category_scores_gemma":[0.0001563126,0.00003753767,0.0003094181,0.0001283161,0.0001239502,0.00004334757,0.0000502193,0.0002625261,1.876024e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008825356,"about_ca_system_score_gemma":0.00005995807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005253693,"about_ca_topic_score_gemma":0.000001185032,"domain_scores_codex":[0.9991334,0.00009634165,0.0002944755,0.00007601571,0.0003028862,0.00009690115],"domain_scores_gemma":[0.9990518,0.0001631631,0.0005216534,0.0001481881,0.00008562076,0.00002957778],"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":[0.0001659395,0.00002760697,0.0001265366,0.00001289703,0.000006790241,3.348538e-8,0.0002620762,0.00004188074,0.9986978,0.00008277172,0.0004862965,0.00008941794],"study_design_scores_gemma":[0.0004764145,0.0004948748,0.001129789,0.0002003244,0.00007606053,0.00001146996,0.00004337517,0.00002042213,0.9963711,0.001135213,0.000005735534,0.00003525464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976716,0.00004260089,0.001089265,0.000889858,0.0001227824,0.0001485483,0.00002832851,0.000001985053,0.000005026623],"genre_scores_gemma":[0.999715,0.0000101641,0.0001646876,0.0000602244,0.00003463877,8.097488e-7,0.000001757795,0.000004259261,0.000008442934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002326687,"threshold_uncertainty_score":0.1530742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003600975118939478,"score_gpt":0.2197917977641602,"score_spread":0.2161908226452207,"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."}}