{"id":"W2056824503","doi":"10.1016/j.electacta.2013.12.085","title":"An electrochemical impedance spectroscopy and polarization study of the role of crystallographic orientation on electrochemical behavior of niobium","year":2014,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dielectric spectroscopy; Materials science; Niobium; Thermal diffusivity; Electrochemistry; Polarization (electrochemistry); Cyclic voltammetry; Analytical Chemistry (journal); Chemistry; Physical chemistry; Electrode; Metallurgy; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189241,0.000184316,0.000168696,0.0001007313,0.0001664265,0.0002361304,0.0003216508,0.0002944169,0.0006246182],"category_scores_gemma":[0.0003640733,0.0001443526,0.0001300946,0.000206935,0.0002001741,0.000215741,0.000130023,0.0003974925,0.0001260745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814361,"about_ca_system_score_gemma":0.0001749978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158948,"about_ca_topic_score_gemma":0.001819841,"domain_scores_codex":[0.9999143,0.0000159157,0.000004582673,0.00001819868,0.0000297425,0.00001725052],"domain_scores_gemma":[0.9998891,0.0000331878,0.00001638697,0.00001246184,0.00003647171,0.0000124121],"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":[0.0001880827,0.00002881021,0.00059725,0.0000237057,0.00000501983,0.00003635934,0.00002826482,0.00005047281,0.9966674,0.00008829595,0.00002234627,0.002263992],"study_design_scores_gemma":[0.00001198515,0.000153805,0.005875008,0.000001686341,0.00001392595,0.0001577912,0.00006501692,0.001787579,0.9913368,0.00003463351,0.0005556831,0.000006133951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968449,0.0004547554,0.00181581,0.00007409856,0.00001268077,0.000008187611,0.00008280337,0.00001250203,0.000694384],"genre_scores_gemma":[0.9985725,0.0002231164,0.0006732765,0.00001163903,0.00000524734,0.000003277788,0.00009199639,0.000002465174,0.0004165311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002158948,"threshold_uncertainty_score":0.004292727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003911209297125474,"score_gpt":0.2358075787654338,"score_spread":0.2318963694683084,"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."}}