{"id":"W2095027632","doi":"10.1520/stp48147s","title":"A New Model to Predict the Oxidation Kinetics of Zirconium Alloys in a Pressurized Water Reactor","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Zirconium; Kinetics; Materials science; Zirconium alloy; Nuclear engineering; Metallurgy; Radiochemistry; Nuclear chemistry; Chemical engineering; Chemistry; Engineering; Physics","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":[0.0002230518,0.000771652,0.0007424102,0.0004093469,0.0004577728,0.0008511256,0.001317807,0.001723146,0.002233108],"category_scores_gemma":[0.0005325837,0.0004985218,0.001025321,0.0003191284,0.0004304953,0.0007181338,0.0004613987,0.0008274095,0.0004832351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008388074,"about_ca_system_score_gemma":0.0009145252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599594,"about_ca_topic_score_gemma":0.00591922,"domain_scores_codex":[0.9998887,0.00001689466,0.000006841976,0.00003030833,0.00003172732,0.00002560912],"domain_scores_gemma":[0.9998668,0.00005012077,0.00001689194,0.00001289678,0.00004165505,0.00001159582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003145109,0.00001967334,0.0003124319,0.00004091498,0.00001246994,0.00007619448,0.00002679317,0.9884545,0.005374223,0.002991623,0.0002283258,0.00243143],"study_design_scores_gemma":[0.000007680747,0.00001522759,0.0001132003,0.000002240785,0.000005612024,0.00001188997,0.0000033422,0.998024,0.0006988647,0.0004419951,0.0006717418,0.000004190815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2325387,0.001125684,0.729021,0.0006188184,0.0003390645,0.0002593091,0.001423047,0.001764411,0.03290988],"genre_scores_gemma":[0.9417304,0.000623012,0.02874278,0.00008711525,0.00006492893,0.0004609337,0.0005936974,0.000190901,0.02750619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01599594,"threshold_uncertainty_score":0.03180569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848430723829609,"score_gpt":0.221115337319127,"score_spread":0.1926310300808309,"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."}}