{"id":"W2608052315","doi":"","title":"Modelling of Ru behaviour in oxidative accident conditions and first source term assessments","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Service de Recherche et d'EXpertise en Transformation des Produits Forestiers","funders":"","keywords":"Term (time); Accident (philosophy); Computer science; Oxidative phosphorylation; Environmental science; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003600692,0.0002373082,0.0004075668,0.0001453275,0.0001754679,0.000360158,0.0006433376,0.0001879852,0.0002744854],"category_scores_gemma":[0.0002231636,0.0002346622,0.00006267087,0.0001052766,0.0002463751,0.0001978985,0.001357433,0.0002611964,0.00002158522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009405176,"about_ca_system_score_gemma":0.0001694513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281029,"about_ca_topic_score_gemma":0.001268532,"domain_scores_codex":[0.9963906,0.001974942,0.0005505572,0.0005196235,0.0003233122,0.0002409685],"domain_scores_gemma":[0.9972584,0.0003051228,0.000500811,0.0008806566,0.0009383104,0.0001166988],"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":[0.0003457122,0.004638557,0.1034229,0.002573334,0.0002382195,0.00003638883,0.1538766,0.044751,0.6468866,0.0324524,0.002670595,0.008107708],"study_design_scores_gemma":[0.002281639,0.000005752405,0.03633159,0.01034194,0.0001998319,0.00002265911,0.001849775,0.08251099,0.8477644,0.01490097,0.002183234,0.0016072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846594,0.0004046299,0.01095462,0.0006823024,0.0001928111,0.000362933,0.0001416314,0.00006565885,0.002536043],"genre_scores_gemma":[0.9861096,0.0002938179,0.01218044,0.00001691204,0.00001180102,0.00005423223,0.0001755542,0.00003340135,0.001124227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008778,"threshold_uncertainty_score":0.9569246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.039750485400336,"score_gpt":0.2703135773740702,"score_spread":0.2305630919737342,"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."}}