{"id":"W3016813053","doi":"10.22215/etd/2020-13925","title":"Comparative Analysis aimed at optimization and visualization of BIM for VR applications.","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plug-in; Computer science; Visualization; Metadata; Virtual reality; Computer graphics (images); Human–computer interaction; Software engineering; Data mining; World Wide Web; Operating system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005017893,0.0002162242,0.0004860885,0.0002885905,0.00008383747,0.00002155894,0.0001136578,0.0001943784,0.00006078135],"category_scores_gemma":[0.00001118592,0.0002421658,0.0001109489,0.0008547165,0.00001950538,0.0000581947,0.00001344874,0.00006107966,0.000005744946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000617491,"about_ca_system_score_gemma":0.00002305501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001912637,"about_ca_topic_score_gemma":0.0002410104,"domain_scores_codex":[0.9989524,0.00001092186,0.0004763952,0.0003029732,0.0001468658,0.0001103908],"domain_scores_gemma":[0.9991494,0.00008942228,0.0001843363,0.0002130353,0.0002995442,0.00006422965],"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":[0.00001580447,0.0000196903,0.00003922902,0.0003662287,0.0005608751,1.210911e-8,0.0006723886,0.9915741,0.001170999,0.004888126,0.0002172328,0.0004753165],"study_design_scores_gemma":[0.0001527942,0.00001830675,0.0001118736,0.00001300804,0.00105362,7.998338e-8,0.000136618,0.9858127,0.01065188,0.0002035409,0.001627152,0.0002183792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001747656,0.0002975464,0.99229,0.00001474296,0.00004538745,0.001402492,0.0001237349,0.0002333078,0.003845146],"genre_scores_gemma":[0.7554882,0.0005380287,0.1911152,0.0000338907,0.0001052058,0.003543159,0.04800382,0.0001077116,0.001064754],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8011748,"threshold_uncertainty_score":0.9875235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684785775570132,"score_gpt":0.2944637655201411,"score_spread":0.2776159077644398,"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."}}