{"id":"W4402477089","doi":"10.11159/icceia24.113","title":"Digital Twin Applications In Construction: Creation And Interaction Of Virtual And Data LayersDigital Twin Applications In Construction: Creation And Interaction Of Virtual And Data Layers","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Human–computer interaction","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":[0.002528185,0.0005040764,0.0003601175,0.002140744,0.001593437,0.005877482,0.001134043,0.001085515,0.003559213],"category_scores_gemma":[0.003184884,0.0006049209,0.0006244628,0.001757201,0.002686967,0.006488675,0.008645179,0.001544787,0.0008073997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203053,"about_ca_system_score_gemma":0.001962478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822651,"about_ca_topic_score_gemma":0.002652778,"domain_scores_codex":[0.9979239,0.0006573558,0.0001312882,0.0001694711,0.0008821823,0.0002357219],"domain_scores_gemma":[0.9988222,0.0003087934,0.00006893143,0.0003163328,0.0002660121,0.0002178121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001362236,0.0001102827,0.005649415,0.00045126,0.00004253748,0.0009868054,0.008502605,0.006398018,0.02034495,0.621594,0.006593796,0.3291902],"study_design_scores_gemma":[0.00003430742,0.0002259919,0.008662018,0.0007365904,0.0001444917,0.003130252,0.007581394,0.05789018,0.03886737,0.212525,0.6699934,0.0002090771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06457679,0.001774954,0.8346863,0.001302014,0.000446106,0.0001938436,0.00009009475,0.001416178,0.09551379],"genre_scores_gemma":[0.5525298,0.002135372,0.4084764,0.0003191494,0.0001067333,0.0001991305,0.0001816024,0.0004984687,0.03555348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005877482,"threshold_uncertainty_score":0.01337051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719106908412851,"score_gpt":0.2719205252422922,"score_spread":0.2547294561581637,"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."}}