{"id":"W2959608112","doi":"10.4224/20373962","title":"Entertainment-based system for visual construction technology transfer: design and implementation","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Computer science; Entertainment; Representation (politics); Human–computer interaction; Multimedia; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001870463,0.0004833353,0.0003854056,0.0008656448,0.0004191563,0.001196014,0.001713024,0.0009604924,0.01048942],"category_scores_gemma":[0.001708282,0.0003773745,0.0003097937,0.0004800052,0.0005785733,0.001020992,0.001258345,0.0005654314,0.001824028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006682284,"about_ca_system_score_gemma":0.001050988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606234,"about_ca_topic_score_gemma":0.001438242,"domain_scores_codex":[0.9991761,0.0002766411,0.00006023908,0.00009971692,0.0003221444,0.00006510063],"domain_scores_gemma":[0.9995322,0.0001388527,0.00001698698,0.00007050246,0.0001813289,0.00005999523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001085627,0.002091302,0.00840837,0.001267192,0.0001048851,0.0008832535,0.004350828,0.02385397,0.1195744,0.03666561,0.01077669,0.7909378],"study_design_scores_gemma":[0.001157166,0.007750559,0.03325636,0.00069142,0.0004827166,0.002965939,0.00463776,0.4145069,0.2469696,0.01226076,0.2749458,0.0003751708],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09225068,0.0001537608,0.8809262,0.000226946,0.00005834154,0.002951211,0.0003765653,0.006045118,0.01701113],"genre_scores_gemma":[0.3135678,0.0002225814,0.669141,0.0001383775,0.00001927701,0.002515539,0.0007144088,0.0004185893,0.01326245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048942,"threshold_uncertainty_score":0.03509057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005461950992025521,"score_gpt":0.2295097673858054,"score_spread":0.2240478163937799,"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."}}