{"id":"W2397323803","doi":"10.1177/0037549715608373","title":"Special issue on simulation related to design","year":2015,"lang":"en","type":"article","venue":"SIMULATION","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Computer science; Management science; 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":[0.003210836,0.002816858,0.00344034,0.007680638,0.002467363,0.006843496,0.00256796,0.006199091,0.1314174],"category_scores_gemma":[0.009747066,0.0008412011,0.002277039,0.003902841,0.001976509,0.005409211,0.004976099,0.005273349,0.03602048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194893,"about_ca_system_score_gemma":0.002695471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008111932,"about_ca_topic_score_gemma":0.002125358,"domain_scores_codex":[0.9971647,0.0005694216,0.0003085928,0.0004352724,0.001270718,0.0002513315],"domain_scores_gemma":[0.9890323,0.004582163,0.0006484317,0.001281281,0.002716326,0.001739501],"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":[0.00004223903,0.0000779394,0.0001723146,0.0005380229,0.00003083928,0.0001383797,0.00003903164,0.0004172448,0.0003079366,0.007502282,0.9473595,0.04337418],"study_design_scores_gemma":[0.000008448077,0.00004896714,0.000372685,0.0004270375,0.00001886345,0.0002553514,0.00003094218,0.0004981365,0.0001169512,0.005652071,0.992559,0.00001149284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006418732,0.03831892,0.006251453,0.02304655,0.8346149,0.00009572858,0.0003568987,0.0003958485,0.09627774],"genre_scores_gemma":[0.005346193,0.03585358,0.001526988,0.006853025,0.7985628,0.0001212786,0.0009584575,0.0006469323,0.1501306],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1314174,"threshold_uncertainty_score":0.439635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064787201921868,"score_gpt":0.2699014064517079,"score_spread":0.2392535344324892,"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."}}