{"id":"W2233210616","doi":"","title":"An Integrated Condition Assessment Model for Educational Buildings Using BIM","year":2012,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Analytic hierarchy process; Building information modeling; Process (computing); Facility management; Asset (computer security); Engineering; Service (business); Asset management; Architectural engineering; Quality (philosophy); Computer science; Civil engineering; Risk analysis (engineering); Operations research; Business; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003111321,0.0003096178,0.0002878682,0.001302961,0.0006656885,0.0001898672,0.0003777343,0.0004682077,0.0001149416],"category_scores_gemma":[0.0000167129,0.0003725649,0.0001677432,0.000649343,0.0001162086,0.0008486579,0.00001640272,0.0009039461,0.000007548125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943434,"about_ca_system_score_gemma":0.001422937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161425,"about_ca_topic_score_gemma":0.003227247,"domain_scores_codex":[0.9980676,0.0001478296,0.000291968,0.0004491451,0.0004782508,0.0005652603],"domain_scores_gemma":[0.99855,0.0001033708,0.0001211575,0.0003538554,0.0005937106,0.0002779191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001021399,0.0006999246,0.0171732,0.001732768,0.001299296,0.00003963118,0.001924697,0.06510979,0.4939817,0.3962156,0.006658454,0.01414356],"study_design_scores_gemma":[0.001035763,0.0002656045,0.020464,0.0003247311,0.0003077192,0.00004242517,0.005013846,0.9174303,0.03385441,0.005913336,0.01418159,0.001166313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154696,0.0001347391,0.05420723,0.0000472137,0.002873683,0.0008555714,0.0001290384,0.0002762246,0.02600668],"genre_scores_gemma":[0.985451,0.00003884417,0.001716295,0.000002230069,0.0006590111,0.00002831429,0.001787536,0.00008085664,0.01023595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8523204,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067173469381909,"score_gpt":0.3184123173711249,"score_spread":0.2877405826773058,"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."}}