{"id":"W16601101","doi":"10.1073/pnas.0510337103","title":"APPLICATION OF GAMING ENGINES IN SIMULATION DRIVEN VISUALIZATION OF CONSTRUCTION OPERATIONS","year":2011,"lang":"en","type":"article","venue":"Journal of Information Technology in Construction","topic":"BIM and Construction Integration","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Visualization; Flexibility (engineering); Computer science; Representation (politics); Component (thermodynamics); Systems engineering; Human–computer interaction; Engineering; Data mining","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":[0.0004786907,0.0005297647,0.0003549588,0.0004865396,0.0003937741,0.001256919,0.0007724469,0.0004766585,0.005151528],"category_scores_gemma":[0.002290223,0.0003530401,0.0003928991,0.0003211694,0.0006982849,0.0009818129,0.001433319,0.000556936,0.0003772122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005987341,"about_ca_system_score_gemma":0.0005677703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271046,"about_ca_topic_score_gemma":0.0026878,"domain_scores_codex":[0.9997435,0.0001044539,0.0000153036,0.00003406715,0.0000757809,0.00002684662],"domain_scores_gemma":[0.9993359,0.0003662673,0.0000397822,0.0001229084,0.00008711158,0.00004803832],"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":[0.0005135149,0.0001961743,0.004587966,0.0001884748,0.00008366116,0.0006943991,0.001503455,0.4807585,0.06440785,0.3173444,0.002571531,0.1271501],"study_design_scores_gemma":[0.00001395494,0.00002348032,0.0002885701,0.00001800262,0.000006460986,0.00005770352,0.00005396722,0.9614444,0.01010168,0.02466718,0.003312149,0.00001242289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1461792,0.0001192316,0.8337839,0.0003095742,0.00004084186,0.00009787826,0.0001690801,0.003244948,0.01605534],"genre_scores_gemma":[0.7888328,0.0001497798,0.2088082,0.00004813321,0.000007565217,0.00007727922,0.000128991,0.0002349519,0.001712273],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005151528,"threshold_uncertainty_score":0.01723361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006411177422959225,"score_gpt":0.2237875179427445,"score_spread":0.2173763405197853,"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."}}