{"id":"W3111830832","doi":"","title":"ADAPTIVE OBJECT MODELS ARCHITECTURE FOR SIMULATION SOFTWARE DESIGN","year":2005,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Computer science; Architecture; Computer architecture; Software architecture; Software engineering; Software; Programming language; Geography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01239209,0.000508466,0.0006358148,0.0005491317,0.000692924,0.0008918594,0.002512247,0.0005745518,0.0002037759],"category_scores_gemma":[0.007842752,0.0004782758,0.0005388194,0.0008011298,0.00023041,0.000317528,0.00114609,0.0007076556,0.0000586523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952631,"about_ca_system_score_gemma":0.0004796419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001781428,"about_ca_topic_score_gemma":0.0003169859,"domain_scores_codex":[0.9908959,0.004503847,0.001273025,0.001574156,0.001286311,0.0004667336],"domain_scores_gemma":[0.9707349,0.01795086,0.001181086,0.003417799,0.006471717,0.0002436551],"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":[0.00003872398,0.0002208929,0.00004670706,0.00001820081,0.00003815973,3.937917e-7,0.003419472,0.6977212,0.00009391966,0.0342646,0.002432802,0.2617049],"study_design_scores_gemma":[0.0003004661,7.82526e-7,0.000141891,0.0002514091,0.00003399181,0.000001545254,0.00006257571,0.6510268,0.003847928,0.3301637,0.01380195,0.0003670003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001640603,0.0004471008,0.9820775,0.005535222,0.0001219304,0.002323898,0.0003160925,0.0005822049,0.006955446],"genre_scores_gemma":[0.4787965,0.0000492186,0.5142656,0.0001606892,0.00006383289,0.0004815469,0.0002688245,0.00005929398,0.005854543],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4771559,"threshold_uncertainty_score":0.9997669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079640080052794,"score_gpt":0.3430650666253421,"score_spread":0.2351010586200627,"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."}}