{"id":"W4383957469","doi":"10.24928/2023/0221","title":"Development of an Immersive Virtual Reality Prototype to Explore the Social Mechanisms of the Last Planner® System","year":2023,"lang":"en","type":"article","venue":"Annual Conference of the International Group for Lean Construction","topic":"Robotics and Automated Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Virtual reality; Planner; Human–computer interaction; Computer science; Multimedia; Artificial intelligence","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":[0.0007726258,0.0006149799,0.0003570494,0.0003071656,0.0002808773,0.0007701871,0.002016995,0.0009929966,0.009651753],"category_scores_gemma":[0.002070422,0.0004047299,0.0004480264,0.0001153807,0.0004831204,0.001160753,0.001065815,0.0007507077,0.001228911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872307,"about_ca_system_score_gemma":0.0005879051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652254,"about_ca_topic_score_gemma":0.001416967,"domain_scores_codex":[0.9996521,0.0001209533,0.00002482563,0.0000508475,0.00009472605,0.00005656135],"domain_scores_gemma":[0.9992963,0.0003223636,0.00003213848,0.0001045755,0.0001257869,0.000118764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001977601,0.005070181,0.01328342,0.002764144,0.0002203724,0.006421944,0.01779062,0.09599911,0.4052959,0.02605455,0.02606507,0.3990571],"study_design_scores_gemma":[0.001469036,0.008970577,0.01991428,0.0006352344,0.0003436369,0.00400306,0.004127579,0.5733289,0.1877346,0.00700128,0.191911,0.0005610529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4592212,0.0001667968,0.5009139,0.0007942806,0.0002510612,0.002533115,0.0007544903,0.01184122,0.02352405],"genre_scores_gemma":[0.6983299,0.0001563557,0.289038,0.000201577,0.00001909644,0.001565077,0.0005885011,0.0004353428,0.009666203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009651753,"threshold_uncertainty_score":0.03228831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04622689342632576,"score_gpt":0.2679275403256025,"score_spread":0.2217006468992767,"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."}}