{"id":"W4390114512","doi":"10.1002/9781394264933.ch8","title":"BIM, GIS","year":2023,"lang":"en","type":"other","venue":"","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Interoperability; Computer science; Building information modeling; Geographic information system; Smart city; Data sharing; Process (computing); AM/FM/GIS; Information system; Data science; Data model (GIS); Database; World Wide Web; GIS applications; Internet of Things; Engineering; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001789407,0.001505409,0.0009095373,0.006344372,0.001687769,0.01031401,0.002248208,0.002673363,0.04098411],"category_scores_gemma":[0.004911578,0.0006091026,0.0007270243,0.01158618,0.002793792,0.007250665,0.004807753,0.001967482,0.02251168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133076,"about_ca_system_score_gemma":0.002574818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008715062,"about_ca_topic_score_gemma":0.005879806,"domain_scores_codex":[0.9968741,0.0006935665,0.0002002235,0.0003997343,0.001690161,0.0001420659],"domain_scores_gemma":[0.9985529,0.0003302071,0.0001068735,0.0003038007,0.0005718087,0.0001344235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004376326,0.00004224701,0.0006837703,0.0008225328,0.0000333553,0.0002817539,0.000601899,0.004971282,0.0008124349,0.4452567,0.2163476,0.3301027],"study_design_scores_gemma":[0.000004298358,0.000006629088,0.0002461701,0.000160758,0.000008546405,0.0003110012,0.0002052683,0.001781387,0.0003091572,0.05583401,0.9411172,0.00001557783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003496772,0.02571446,0.2915393,0.01072705,0.004427945,0.0004751953,0.009979356,0.009814883,0.643825],"genre_scores_gemma":[0.1515541,0.05898887,0.482038,0.007289017,0.003867297,0.001009847,0.02451769,0.005694124,0.2650411],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9590159,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120359608806031,"score_gpt":0.2154088887199654,"score_spread":0.2042052926319051,"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."}}