{"id":"W2038212705","doi":"10.1061/40937(261)35","title":"Sensitivity Analysis of Construction Simulation Considering Site Layout Patterns","year":2007,"lang":"en","type":"article","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"DEVS; Sensitivity (control systems); Computer science; Animation; Simulation modeling; Discrete event simulation; Modeling and simulation; Simulation; Data mining; Engineering; Computer graphics (images); Electronic engineering","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":[0.002075328,0.000631319,0.000723697,0.0009551111,0.0004069298,0.0007835493,0.0005536629,0.0007562523,0.001502389],"category_scores_gemma":[0.008362538,0.000453338,0.0008013261,0.0006967607,0.0006515566,0.0006460198,0.0009145182,0.0006286061,0.0001047244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204198,"about_ca_system_score_gemma":0.0006234329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008070332,"about_ca_topic_score_gemma":0.002708928,"domain_scores_codex":[0.9986402,0.0006938073,0.00005110146,0.0001158852,0.0003426684,0.0001563181],"domain_scores_gemma":[0.9913549,0.007424291,0.0003012399,0.0003859029,0.0004391358,0.00009456812],"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":[0.00001862527,0.000007389611,0.0007345437,0.000008829012,0.00001053632,0.0000228738,0.00001129896,0.9965214,0.0005721025,0.0008304838,0.00002799709,0.001234026],"study_design_scores_gemma":[0.000002160746,0.00001128517,0.0002804619,0.000001891259,0.00000522881,0.000007873816,0.000009215321,0.998175,0.0009118164,0.0004757078,0.0001147914,0.00000450139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6111757,0.0002098908,0.372884,0.0003041235,0.00005539295,0.0001408663,0.0003807244,0.0004611224,0.01438834],"genre_scores_gemma":[0.9889631,0.0000623709,0.01033255,0.0000190916,0.000004067698,0.00004660334,0.00009590175,0.0000315767,0.0004447138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008070332,"threshold_uncertainty_score":0.0160467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034676925464319,"score_gpt":0.2309867807283018,"score_spread":0.2206400114736586,"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."}}