{"id":"W7000966831","doi":"","title":"Humid Air Corrosion of Carbon Steel and Stainless Steels under Gamma Radiation: The Role of Solution Volume and Radiolysis Products","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Radiolysis; Anaerobic corrosion; Oxidizing agent; Carbon steel; Metal; Redox; Stress corrosion cracking; Volta potential","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559997,0.0003482311,0.0002418161,0.0002200876,0.0001904111,0.0006160561,0.0003142848,0.0004895994,0.0008375455],"category_scores_gemma":[0.000343464,0.00018023,0.000255843,0.0001954437,0.0002589634,0.0003062104,0.0001844047,0.0003050222,0.0002846411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552451,"about_ca_system_score_gemma":0.000427149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008683235,"about_ca_topic_score_gemma":0.0127689,"domain_scores_codex":[0.9997217,0.00004025565,0.00001608523,0.00003764903,0.0001301703,0.00005417692],"domain_scores_gemma":[0.9997534,0.00003366333,0.00006979715,0.00001319246,0.0001079222,0.00002194981],"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":[0.0002015955,0.00002515858,0.001928154,0.0001272404,0.00001627378,0.0001103054,0.0001339012,0.0003480663,0.992125,0.00007558514,0.000085769,0.004822869],"study_design_scores_gemma":[0.0000119902,0.0008838255,0.02007552,0.00001573517,0.00003234768,0.0001999448,0.0002891703,0.001500735,0.9751245,0.00004912575,0.001802004,0.00001520008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960327,0.001898121,0.0005812247,0.00004933813,0.000009815274,0.00001395963,0.00006792384,0.00001565261,0.001331309],"genre_scores_gemma":[0.9947015,0.001672342,0.0007823596,0.00002708538,0.000007364652,0.000004531626,0.0001574483,0.000008944495,0.002638459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008683235,"threshold_uncertainty_score":0.01726538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396983947665551,"score_gpt":0.2690666397482002,"score_spread":0.2293682449816451,"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."}}