{"id":"W4240006260","doi":"10.32920/ryerson.14647443.v1","title":"Synchronous collaborative 3D GIS with agent support","year":2021,"lang":"en","type":"preprint","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Usability; Collaborative software; The Internet; Knowledge management; Systems engineering; Human–computer interaction; World Wide Web; Engineering","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":[0.001290424,0.0007026222,0.0004267243,0.0007606289,0.0008634445,0.002533857,0.002051837,0.001087948,0.007674701],"category_scores_gemma":[0.003365245,0.0004514174,0.0007866847,0.0006622883,0.0009316826,0.002355801,0.003864002,0.0006929847,0.001908179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948793,"about_ca_system_score_gemma":0.001090702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698034,"about_ca_topic_score_gemma":0.001614432,"domain_scores_codex":[0.9986693,0.0004219686,0.0001177445,0.000224665,0.0004507387,0.000115637],"domain_scores_gemma":[0.9980285,0.0007111304,0.0001890107,0.0005675571,0.0003003174,0.000203538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006658384,0.0005573088,0.005581748,0.0008782926,0.0001705708,0.002505804,0.00869297,0.1682878,0.06073254,0.2257244,0.01516861,0.5110342],"study_design_scores_gemma":[0.0002624975,0.0004430379,0.001602476,0.0001313521,0.000162866,0.0009584208,0.001281509,0.6534866,0.03452864,0.06593671,0.2410767,0.0001292045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02461303,0.0001231224,0.9502413,0.0002220437,0.00006194716,0.0002418675,0.0000746405,0.003498947,0.02092302],"genre_scores_gemma":[0.3898819,0.0002155967,0.5976592,0.00009494659,0.00005568596,0.0004304181,0.0002583305,0.0002784368,0.0111255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007674701,"threshold_uncertainty_score":0.0256744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009494855436125717,"score_gpt":0.2232648685887182,"score_spread":0.2137700131525925,"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."}}