{"id":"W7134389162","doi":"","title":"ICSC’15 : The CSCE International Construction Specialty Conference, Vancouver, June 7 - 10, 2015","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Construction industry; Foundation (evidence)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007738899,0.001512701,0.001473183,0.002478495,0.004908186,0.008056338,0.001733546,0.002256711,0.06587483],"category_scores_gemma":[0.003773004,0.0006794775,0.0006735092,0.002074909,0.002496302,0.002023359,0.004469354,0.003359671,0.03242903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006517579,"about_ca_system_score_gemma":0.01890308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1384512,"about_ca_topic_score_gemma":0.4685569,"domain_scores_codex":[0.9975078,0.0003558852,0.000079497,0.0002240803,0.001334312,0.0004983442],"domain_scores_gemma":[0.9948961,0.0002649309,0.00008188826,0.0003266798,0.002886879,0.00154359],"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":[0.0002089299,0.0002657306,0.002461476,0.0001900697,0.0000274643,0.00009294847,0.0005886607,0.001385244,0.001815503,0.003114269,0.9212969,0.06855282],"study_design_scores_gemma":[0.00002836884,0.0001006174,0.007209208,0.0003284557,0.00001995957,0.0000595452,0.00157066,0.002881109,0.001968027,0.001765342,0.9840349,0.00003386803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06973096,0.02739945,0.06402729,0.04734563,0.07316764,0.001676398,0.0160358,0.008029234,0.6925876],"genre_scores_gemma":[0.08329684,0.006327785,0.01588178,0.00146095,0.001416401,0.0004031338,0.01702063,0.001431776,0.8727608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1384512,"threshold_uncertainty_score":0.2752907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009659134947691678,"score_gpt":0.1702803179728486,"score_spread":0.1606211830251569,"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."}}