{"id":"W4297164841","doi":"","title":"Overview of available modeling and simulation protocols","year":2013,"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":"Université Laval; EnviroSim (Canada)","funders":"","keywords":"Computer 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":[0.003947682,0.001948421,0.001288079,0.004248785,0.00118715,0.003422634,0.003971132,0.00236589,0.0903369],"category_scores_gemma":[0.008938394,0.001522903,0.001568681,0.004862461,0.0004416068,0.004020704,0.002389746,0.002865112,0.05218617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723972,"about_ca_system_score_gemma":0.003545964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006624032,"about_ca_topic_score_gemma":0.005752335,"domain_scores_codex":[0.997113,0.0005921354,0.000582015,0.0002524911,0.001294985,0.0001654051],"domain_scores_gemma":[0.9959164,0.001382768,0.0002023839,0.001025614,0.001334065,0.0001387168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002597301,0.0002260243,0.00102762,0.002894836,0.0001336843,0.0002952679,0.0002607009,0.04960014,0.006919458,0.1356816,0.438657,0.364044],"study_design_scores_gemma":[0.00003642816,0.00002769623,0.0002203469,0.0004473959,0.00003741271,0.0001494395,0.0000405306,0.02765417,0.00299874,0.02335308,0.9449793,0.00005556273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.00260959,0.01047047,0.7261366,0.002689164,0.001394963,0.002107783,0.07304119,0.04408257,0.1374676],"genre_scores_gemma":[0.0261356,0.03151384,0.6737366,0.002101234,0.000650332,0.008145583,0.1511143,0.01196534,0.09463724],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0903369,"threshold_uncertainty_score":0.302207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1813761781656244,"score_gpt":0.3872102413445381,"score_spread":0.2058340631789137,"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."}}