{"id":"W2119199507","doi":"10.5539/cis.v1n4p37","title":"The Integration of 3D GIS and Virtual Technology in the Design and Development of Residential Property Marketing Information System (GRPMIS)","year":2008,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Database transaction; Real estate; Information system; Requirements analysis; Property (philosophy); System integration; Knowledge management; Engineering management; Process management; Database; Business; Software","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009971822,0.00004441753,0.00005461543,0.0001632517,0.0002230444,0.00005323693,0.0001299106,0.00002418446,1.072087e-7],"category_scores_gemma":[0.00004381815,0.00002450191,0.000002851155,0.0002904256,0.0002070985,0.001388268,0.0000541988,0.0000506522,6.182463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842402,"about_ca_system_score_gemma":0.00004579332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006209404,"about_ca_topic_score_gemma":0.00000154567,"domain_scores_codex":[0.9994034,0.00001554552,0.0003259957,0.00003700345,0.0001514985,0.00006652559],"domain_scores_gemma":[0.9996507,0.00006469546,0.00007451278,0.0000837149,0.0001149159,0.00001142154],"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":[0.00002533625,0.000006679618,0.0007372028,0.0002212625,0.000006852771,8.826847e-8,0.06062549,0.05806496,0.002261667,0.006105941,0.0001066152,0.8718379],"study_design_scores_gemma":[0.0001111161,0.000018852,0.01903122,0.00004980912,0.000001079554,0.00001759629,0.001141265,0.9777783,0.00155422,0.0000116921,0.0002439989,0.00004090602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3255565,0.00001477555,0.6740773,0.00003024004,0.00002775763,0.0001745593,4.574293e-7,0.00001753519,0.0001008624],"genre_scores_gemma":[0.9480519,0.00004888963,0.05186531,0.000009265725,0.000003486785,0.00001873959,0.000001243656,8.085588e-7,3.511841e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9197133,"threshold_uncertainty_score":0.17155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699927671191776,"score_gpt":0.2069163287347309,"score_spread":0.1899170520228131,"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."}}