{"id":"W1828435734","doi":"","title":"Benchmark Simulation Model No 2 - General Protocol and Advances in Modelling Application","year":2008,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Benchmark (surveying); Computer science; Protocol (science)","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":[0.001761746,0.0008157064,0.001112653,0.0008049284,0.0004714062,0.001670313,0.001738993,0.00150378,0.006205323],"category_scores_gemma":[0.009239811,0.000284974,0.0008223001,0.001212162,0.0005460888,0.00171169,0.0007676533,0.001298288,0.0007835231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403217,"about_ca_system_score_gemma":0.001937429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007555818,"about_ca_topic_score_gemma":0.003910066,"domain_scores_codex":[0.9982905,0.0006588383,0.0001060465,0.0002688401,0.000459924,0.0002157879],"domain_scores_gemma":[0.9959654,0.001816999,0.0001778754,0.0009755737,0.0009113818,0.0001528349],"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":[0.0006909522,0.0001697526,0.001270535,0.0002361516,0.00005946088,0.0001355295,0.00003755516,0.9433474,0.006102554,0.02785511,0.003809794,0.0162853],"study_design_scores_gemma":[0.00005214638,0.0001116249,0.000457793,0.00001139846,0.00002605098,0.00003374129,0.00001686766,0.9820332,0.005429243,0.008963839,0.002850576,0.00001355628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.4387485,0.00175211,0.4814445,0.002315049,0.0008125289,0.0008536179,0.008024755,0.004702331,0.06134658],"genre_scores_gemma":[0.9185312,0.0006153211,0.06501976,0.0002085329,0.00008531607,0.0004816062,0.003797201,0.0003158602,0.01094526],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.007555818,"threshold_uncertainty_score":0.02075887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05195863723057009,"score_gpt":0.3516766792480495,"score_spread":0.2997180420174794,"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."}}