{"id":"W2300154661","doi":"10.1149/ma2013-01/15/714","title":"Effect of Surface Mechanical Attrition Treatment (SMAT) On the Electrochemical Behavior and Oxide Film Composition of Alloy 600","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Attrition; Materials science; Alloy; Oxide; Metallurgy; Composition (language); Electrochemistry; Electrode; Chemistry; Medicine","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":[0.0001523301,0.0001875753,0.0002838376,0.0001536903,0.0001763734,0.0003040327,0.0001988279,0.0002916872,0.002783853],"category_scores_gemma":[0.0004620584,0.0001561845,0.0002216593,0.0001802589,0.000156491,0.0001682101,0.00009923975,0.0002309811,0.0004688051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181552,"about_ca_system_score_gemma":0.0001894754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073235,"about_ca_topic_score_gemma":0.00160251,"domain_scores_codex":[0.9999019,0.000009553361,0.00001192898,0.00002244906,0.00002834146,0.00002582164],"domain_scores_gemma":[0.9998306,0.00005787645,0.0000244933,0.00002073196,0.00004447803,0.00002190809],"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":[0.0007504461,0.00003571601,0.0005357215,0.00004683382,0.00001284138,0.00004756164,0.00003451548,0.00009465484,0.9955056,0.00002411574,0.00007735662,0.002834622],"study_design_scores_gemma":[0.00001707132,0.0005989328,0.004475675,0.000003629245,0.00002198304,0.00005358418,0.00003596298,0.0005389231,0.9935128,0.00001318428,0.0007230116,0.000005204382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983783,0.0003912612,0.0002363263,0.00002845271,0.0000272494,0.000006964941,0.0001988925,0.00002208305,0.0007104081],"genre_scores_gemma":[0.9976588,0.0002181178,0.0005008884,0.00002461128,0.000008265641,0.000006329972,0.0002835465,0.00001929411,0.001280159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002783853,"threshold_uncertainty_score":0.009312928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501738398195393,"score_gpt":0.2371846622967408,"score_spread":0.2221672783147868,"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."}}