{"id":"W2380825133","doi":"","title":"Research on Intelligent Residential Quarter Facility Management","year":2005,"lang":"en","type":"article","venue":"Journal of Jilin Architectural and Civil Engineering Institute","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facility management; Quarter (Canadian coin); Building automation; Process (computing); Engineering management; Architectural engineering; Building management; Management system; Point (geometry); Engineering; Operations management; Business; Computer science; Marketing; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001224744,0.0002597173,0.0002772332,0.0008930196,0.0008259837,0.002857992,0.001446512,0.001064542,0.005780397],"category_scores_gemma":[0.002047977,0.0002162601,0.0003110028,0.002147325,0.001696358,0.006090119,0.001024998,0.000709945,0.0007377231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800237,"about_ca_system_score_gemma":0.001427163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039319,"about_ca_topic_score_gemma":0.00252075,"domain_scores_codex":[0.9987596,0.0003234907,0.00006913277,0.0002243526,0.0004357832,0.000187582],"domain_scores_gemma":[0.9986412,0.0004186998,0.0002346255,0.0002137722,0.0003994869,0.00009218178],"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":[0.00007092617,0.0001075328,0.003492524,0.0003591319,0.00002596702,0.0001411067,0.001905845,0.02627955,0.001936066,0.6195201,0.005957888,0.3402033],"study_design_scores_gemma":[0.00003481431,0.0002784885,0.008592689,0.0004269031,0.00005339084,0.0007303744,0.006058326,0.1138231,0.008885478,0.2327363,0.6282849,0.00009522993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1248495,0.0164646,0.5393112,0.008946128,0.000344118,0.0001268031,0.0001445565,0.000820111,0.3089931],"genre_scores_gemma":[0.8787987,0.007894224,0.08767266,0.0005000664,0.0001980622,0.00006732265,0.0001567877,0.00006924738,0.02464281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005780397,"threshold_uncertainty_score":0.02031726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855180959335899,"score_gpt":0.2551523108305689,"score_spread":0.2366005012372099,"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."}}