{"id":"W3203972802","doi":"10.5194/isprs-annals-viii-4-w2-2021-175-2021","title":"DESIGN AND EVALUATION OF A BIM-GIS INTEGRATED INFORMATION MODEL USING RDF GRAPH DATABASE","year":2021,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; SPARQL; RDF; Database; Building information modeling; Workflow; Graph database; Information retrieval; Graph; Data mining; Semantic Web; Theoretical computer science; 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":[0.005740743,0.0004995779,0.0005640655,0.001626954,0.0008943604,0.003373846,0.002747529,0.000795607,0.003193724],"category_scores_gemma":[0.006138741,0.0004170678,0.0009162045,0.001313979,0.0007151695,0.003625192,0.001833487,0.0007390048,0.0009086615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885281,"about_ca_system_score_gemma":0.003157884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436736,"about_ca_topic_score_gemma":0.01017653,"domain_scores_codex":[0.996492,0.001025165,0.0003516195,0.0004908685,0.001498706,0.0001417325],"domain_scores_gemma":[0.9976235,0.0004682788,0.000112153,0.0006344464,0.001013304,0.0001483319],"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":[0.001911903,0.001948429,0.01912222,0.001605945,0.0004998782,0.001900884,0.001880335,0.344721,0.0770261,0.1853817,0.0307487,0.3332528],"study_design_scores_gemma":[0.0002016681,0.0003026346,0.00203587,0.0001212501,0.0001563977,0.000243883,0.000602824,0.8873333,0.05322098,0.01130298,0.0444038,0.0000743718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08240777,0.0002044698,0.8859615,0.00107523,0.0001260361,0.001988558,0.002339462,0.01515224,0.01074467],"genre_scores_gemma":[0.3100529,0.0002494706,0.6768522,0.0002925851,0.00001330925,0.0009860916,0.007067055,0.0006603539,0.00382612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01436736,"threshold_uncertainty_score":0.03036034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107949897548145,"score_gpt":0.3256172107556974,"score_spread":0.2148222210008829,"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."}}