{"id":"W2032049332","doi":"10.1149/2.006301jes","title":"Pathways for Hydrogen Absorption into Zircaloy-2 under Cathodic Polarization Assessed by Scanning Electrochemical Microscopy, Scanning Electron Microscopy, and Electrochemical Impedance Spectroscopy","year":2012,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Scanning electrochemical microscopy; Dielectric spectroscopy; Scanning electron microscope; Analytical Chemistry (journal); Materials science; Polarization (electrochemistry); Chemistry; Grain boundary; Electrochemistry; Electrode; Microstructure; Metallurgy; Composite material; 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":[0.0002139131,0.0002943854,0.000251227,0.0002227833,0.000155683,0.0004504244,0.0005331081,0.000352091,0.0009750898],"category_scores_gemma":[0.0003176911,0.0002151709,0.0001630307,0.0002434646,0.0002499126,0.0005159409,0.000193979,0.000384555,0.0001520384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091864,"about_ca_system_score_gemma":0.0002016119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408345,"about_ca_topic_score_gemma":0.001655951,"domain_scores_codex":[0.9997957,0.00002426123,0.00001279504,0.00003747006,0.00008719091,0.00004249613],"domain_scores_gemma":[0.9998417,0.00003140628,0.00003074158,0.00001478588,0.00006951155,0.00001182405],"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":[0.00008632315,0.000006700537,0.0004795054,0.00005247351,0.000004976274,0.00005761554,0.00003607879,0.00005728763,0.9975746,0.0001291593,0.00002179047,0.001493434],"study_design_scores_gemma":[0.000004876717,0.00007690485,0.002514859,0.000002767781,0.000005430647,0.00007620151,0.00007598613,0.0006717697,0.9958572,0.00005866341,0.0006506015,0.000004770618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919967,0.001118207,0.004714069,0.00007438729,0.00001464745,0.00001856696,0.0002519684,0.00008758473,0.001723832],"genre_scores_gemma":[0.9961783,0.0003418101,0.002336475,0.00002340135,0.000004405655,0.00001374823,0.0002377874,0.00001185521,0.0008523486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408345,"threshold_uncertainty_score":0.003262043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007931205733118386,"score_gpt":0.2734038709813811,"score_spread":0.2654726652482627,"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."}}