{"id":"W2009375708","doi":"10.1016/j.electacta.2009.12.028","title":"Effects of γ-radiation versus H2O2 on carbon steel corrosion","year":2009,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Atomic Energy of Canada Limited; Canada Foundation for Innovation","keywords":"Corrosion; Carbon steel; Dielectric spectroscopy; Oxidizing agent; Materials science; Oxide; Polarization (electrochemistry); Ionizing radiation; Electrochemistry; Radiation; Carbon fibers; Metallurgy; Nuclear chemistry; Electrode; Chemistry; Inorganic chemistry; Irradiation; Composite material; 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":[0.0001085933,0.0001449067,0.0001822424,0.0001016802,0.00007389053,0.00002414475,0.000143109,0.00008994318,0.00006020286],"category_scores_gemma":[0.0001110415,0.0001333461,0.00006407355,0.000167283,0.00002220483,0.0001070428,0.00001485761,0.0001250614,0.00002964269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012364,"about_ca_system_score_gemma":0.00003527485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004072474,"about_ca_topic_score_gemma":0.000002836237,"domain_scores_codex":[0.998861,0.00007002579,0.0002124723,0.0002682637,0.0003223134,0.0002659992],"domain_scores_gemma":[0.9994082,0.0001199735,0.0001365715,0.0002185541,0.00005149752,0.00006523682],"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":[0.0006149213,0.0001744614,0.00000881023,0.000009281018,2.54115e-7,0.000001131491,0.00006879461,0.00000257752,0.9957843,0.0001998693,0.0005781046,0.002557516],"study_design_scores_gemma":[0.001057956,0.002369125,0.003546109,0.00004459327,0.00002825353,0.000001680409,0.000004742368,0.00008441776,0.9924974,0.00009727607,0.0001313353,0.00013704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970242,0.00004158803,0.00007491082,0.000226851,0.000540219,0.0002525029,0.000003082172,0.00008992728,0.001746721],"genre_scores_gemma":[0.9995218,0.00003626803,0.00005227447,0.0001887602,0.00009529068,0.000009931025,0.00001662639,0.00001127247,0.00006778274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003537299,"threshold_uncertainty_score":0.5437695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007781597309167098,"score_gpt":0.2400989903680807,"score_spread":0.2323173930589136,"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."}}