{"id":"W4297154489","doi":"10.3390/app12199542","title":"BIM for Facilities Management: An Investigation into the Asset Information Delivery Process and the Associated Challenges","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"BIM and Construction Integration","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Fraser Health Authority","keywords":"Building information modeling; Asset (computer security); Process management; Process (computing); Context (archaeology); Business; Facility management; Asset management; Knowledge management; Risk analysis (engineering); Quality (philosophy); Computer science; Operations management; Engineering; Computer security; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01754718,0.0004728287,0.0003105004,0.003347319,0.00404188,0.007915832,0.001673104,0.002168177,0.002667854],"category_scores_gemma":[0.03786776,0.0006596699,0.0004961265,0.004920642,0.004127391,0.008478041,0.004997613,0.00203924,0.0004264086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007862017,"about_ca_system_score_gemma":0.01176407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00758099,"about_ca_topic_score_gemma":0.009157345,"domain_scores_codex":[0.9831381,0.01115243,0.0006272076,0.0005507853,0.003558486,0.0009729883],"domain_scores_gemma":[0.9731209,0.01993776,0.001868356,0.001600516,0.002955415,0.0005169115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002387655,0.0007224266,0.05520637,0.002521303,0.0000562859,0.003265755,0.2259964,0.01983965,0.006334378,0.3220409,0.004992788,0.358785],"study_design_scores_gemma":[0.00005987055,0.0008732261,0.0496669,0.004284897,0.0001293921,0.004953106,0.5054032,0.07353843,0.01420457,0.0910812,0.2554954,0.0003099066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.724157,0.002778834,0.1665795,0.0107135,0.0001102553,0.001346038,0.000286061,0.0002519434,0.0937769],"genre_scores_gemma":[0.9461415,0.001247533,0.04990762,0.0002256073,0.00001241726,0.0002789747,0.00009653968,0.00004063479,0.002049111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01754718,"threshold_uncertainty_score":0.09279943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489833711370873,"score_gpt":0.206171406099654,"score_spread":0.1912730689859453,"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."}}