{"id":"W2023398194","doi":"10.3166/jesa.44.229-253","title":"Modélisation d'un système par automate stochastique hybride pour l'évaluation de la fiabilité dynamique","year":2010,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01518265,0.000707104,0.0009389117,0.0007154267,0.00134679,0.003300544,0.001898386,0.0006697714,0.0006744675],"category_scores_gemma":[0.008897348,0.000688574,0.0007033186,0.001452415,0.0009900765,0.002383916,0.000401251,0.002820484,0.0005144477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138497,"about_ca_system_score_gemma":0.003003759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005155189,"about_ca_topic_score_gemma":0.00008127734,"domain_scores_codex":[0.9867488,0.007171106,0.001835982,0.0009859561,0.001780861,0.001477299],"domain_scores_gemma":[0.9915791,0.003499793,0.001081303,0.001304775,0.001562038,0.0009729559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002956363,0.0008422795,0.01170535,0.001062832,0.0005035811,0.0008011447,0.005214798,0.05247295,0.01770489,0.04229347,0.001012792,0.8663564],"study_design_scores_gemma":[0.0005285401,0.0001599255,0.262521,0.0006114712,0.0001182521,0.005033479,0.000065676,0.6248815,0.001353964,0.1039329,0.0003613829,0.0004318816],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3922377,0.001699001,0.6002935,0.002959468,0.001203325,0.0004298771,0.00001923601,0.0004674096,0.0006905602],"genre_scores_gemma":[0.8528526,0.0004819258,0.1438127,0.000155857,0.0009348696,0.00006077172,0.00001034611,0.0001017865,0.001589107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8659245,"threshold_uncertainty_score":0.9999533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151225608225963,"score_gpt":0.2934553039452333,"score_spread":0.2719430478629737,"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."}}