{"id":"W2129112673","doi":"10.5555/1351542.1351865","title":"A simulation-based framework for quantifying the cold regions weather impacts on construction schedules","year":2007,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"BIM and Construction Integration","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Baseline (sea); Schedule; Cold weather; Computer science; Scheduling (production processes); Operations research; Meteorology; Engineering; Operations management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328861,0.0008882975,0.0006373674,0.001091302,0.0005745485,0.001354371,0.001500486,0.001088802,0.003035208],"category_scores_gemma":[0.00379576,0.0007092576,0.0009188867,0.001047753,0.0007206365,0.001093473,0.000926091,0.0008472274,0.0002790954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816385,"about_ca_system_score_gemma":0.002885715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0333179,"about_ca_topic_score_gemma":0.02103393,"domain_scores_codex":[0.9994162,0.000267402,0.00003398507,0.00007577532,0.0001328149,0.00007384808],"domain_scores_gemma":[0.9987776,0.0006541281,0.0001654103,0.0001137889,0.0001955763,0.0000934972],"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":[0.000004577526,0.000006806264,0.0001286782,0.000003244989,0.00000494523,0.000005203873,0.000008945402,0.9968957,0.000110714,0.002095295,0.0000309958,0.0007049649],"study_design_scores_gemma":[0.000003101486,0.000006929969,0.00007841537,0.000002351964,0.000003431346,0.000002634655,0.000006146473,0.9983675,0.00006440174,0.001232975,0.0002291339,0.000002992574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04189511,0.0001015417,0.9499201,0.0001484567,0.0000344942,0.00013997,0.0003125075,0.0004116925,0.007036112],"genre_scores_gemma":[0.7880015,0.0003209887,0.2079971,0.0000387672,0.00003731919,0.0005120197,0.0005641765,0.0001245709,0.002403691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0333179,"threshold_uncertainty_score":0.06624794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05826137824171827,"score_gpt":0.3153611289114695,"score_spread":0.2570997506697512,"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."}}