{"id":"W2076895485","doi":"10.1021/la001694s","title":"Morphology, Chemical Composition, and Electrochemical Characteristics of Colored Titanium Passive Layers","year":2001,"lang":"en","type":"article","venue":"Langmuir","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Tafel equation; X-ray photoelectron spectroscopy; Polarization (electrochemistry); Aqueous solution; Analytical Chemistry (journal); Titanium; Scanning electron microscope; Materials science; Electrochemistry; Chemistry; Chemical engineering; Electrode; Composite material; Metallurgy","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":[0.00007144456,0.0002044428,0.0001220516,0.0002285851,0.0001028996,0.0003552787,0.0002373995,0.0002614529,0.0006617595],"category_scores_gemma":[0.0002414537,0.0001953159,0.0001353813,0.000173346,0.0001960919,0.0001827947,0.0000998805,0.0001653723,0.000136233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988539,"about_ca_system_score_gemma":0.00006897237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000861338,"about_ca_topic_score_gemma":0.000590781,"domain_scores_codex":[0.9999335,0.000004244825,0.000004247688,0.00001802432,0.00002670523,0.00001324979],"domain_scores_gemma":[0.9998685,0.00001965593,0.00003040372,0.00001048098,0.00004928313,0.00002174784],"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":[0.00003714291,0.000004994796,0.0004213028,0.00000983312,0.000002526002,0.00006024303,0.00002920192,0.00008361213,0.9987509,0.00003764408,0.00001350832,0.0005490683],"study_design_scores_gemma":[0.00001579351,0.0002220839,0.03026546,0.000007297312,0.00002771646,0.0003900498,0.0001673641,0.002866248,0.9647408,0.00008043561,0.001204351,0.00001255568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959622,0.0002342797,0.0022427,0.00002836743,0.00001344478,0.00001312933,0.0001645051,0.00003140977,0.001310029],"genre_scores_gemma":[0.9949351,0.0002695408,0.002183385,0.000027343,0.00000533978,0.00001793182,0.0002740851,0.00001955283,0.002267717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000861338,"threshold_uncertainty_score":0.002213836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00938894324186736,"score_gpt":0.2381919660993463,"score_spread":0.228803022857479,"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."}}