{"id":"W2135802878","doi":"10.1061/9780784413609.012","title":"Service Life Safety and Reliability of Building Facades","year":2014,"lang":"en","type":"article","venue":"","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; MAB-Mackay Rehabilitation Centre","funders":"","keywords":"Architectural engineering; Reliability (semiconductor); Service (business); Service life; Engineering; Reliability engineering; Structural failure; Construction engineering; Computer science; Building design; Forensic engineering; Structural engineering; Business","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":[0.001069278,0.0002268372,0.0001743459,0.0007342618,0.0003437967,0.0005694553,0.0003641305,0.0003088727,0.001867168],"category_scores_gemma":[0.005711185,0.0001083985,0.000220198,0.0003741493,0.0004896209,0.0004234042,0.0004407678,0.0002376113,0.0004294033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003801447,"about_ca_system_score_gemma":0.0003940723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004012943,"about_ca_topic_score_gemma":0.003151979,"domain_scores_codex":[0.9991459,0.0001959358,0.00003475559,0.00006691168,0.0004283816,0.0001280684],"domain_scores_gemma":[0.995212,0.001119399,0.00110508,0.0003744146,0.001780898,0.0004081695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00126558,0.0003639886,0.7453113,0.0002932238,0.0001539525,0.0005544517,0.005383093,0.01520299,0.08292492,0.004160603,0.0009975876,0.1433883],"study_design_scores_gemma":[0.000009543085,0.001797902,0.9659663,0.00006012825,0.00006245531,0.0006276045,0.002370727,0.006859155,0.01746098,0.002070529,0.002676269,0.00003841256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952573,0.0002352364,0.001267844,0.00004293315,0.000004697315,0.000006193164,0.00008289128,0.00001847996,0.003084288],"genre_scores_gemma":[0.9993192,0.00005287741,0.000218421,0.000003662866,0.00000332797,0.000001806851,0.00005060903,0.000004346564,0.0003458373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004012943,"threshold_uncertainty_score":0.007979155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267578138230613,"score_gpt":0.2693448511288452,"score_spread":0.256669069746539,"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."}}