{"id":"W4252060664","doi":"10.1149/ma2010-02/15/1257","title":"Gamma Radiation-Induced Carbon Steel Corrosion","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Corrosion; Radiation; Carbon steel; Carbon fibers; Metallurgy; Materials science; Environmental science; Composite material; Nuclear physics; Physics; Composite number","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004541493,0.0001856686,0.0001503699,0.0001044709,0.00008539674,0.00006008813,0.0001690021,0.0002000819,0.00002173545],"category_scores_gemma":[0.0004298495,0.0002092463,0.00004453934,0.0001695872,0.00001459298,0.0001113213,0.00001279583,0.0006608582,0.00008682345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021671,"about_ca_system_score_gemma":0.00004608759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004644102,"about_ca_topic_score_gemma":0.00005531413,"domain_scores_codex":[0.9988353,0.00002388805,0.0002977554,0.0001980991,0.0002422917,0.0004027102],"domain_scores_gemma":[0.9991805,0.0002517372,0.00008982534,0.0003135196,0.00004068286,0.0001237324],"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":[0.000001825439,0.00001059226,0.0002008946,0.00001775604,0.000005348283,0.000003522351,0.0001092575,0.436205,0.5597304,0.000013404,0.0002430486,0.003458944],"study_design_scores_gemma":[0.0003465323,0.00003487025,0.01992326,0.00002922137,0.00001572808,0.00001284488,0.00001389178,0.3423209,0.63125,0.00007078468,0.005664157,0.0003177612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637182,0.00009722927,0.000005480729,0.00004726977,0.00237885,0.0001558384,0.000001656467,0.0005565641,0.1330389],"genre_scores_gemma":[0.9988031,0.00001058516,0.0004471037,0.0000258099,0.0005357683,0.00001649795,0.0000109709,0.00006693599,0.00008321941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350849,"threshold_uncertainty_score":0.8532816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006003617878848694,"score_gpt":0.2148230601343667,"score_spread":0.208819442255518,"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."}}