{"id":"W4407003132","doi":"10.1108/jfm-04-2024-0046","title":"Sustainable facilities management: a sociotechnical system perspective and a review of the literature","year":2025,"lang":"en","type":"review","venue":"Journal of Facilities Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Sociotechnical system; Facility management; Perspective (graphical); Process management; Business; Computer science; Knowledge management; Engineering management; Engineering; Marketing","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":[0.003105648,0.0007026028,0.0008016836,0.01033606,0.001299429,0.004138519,0.001331274,0.002943125,0.002369456],"category_scores_gemma":[0.006533989,0.0003543664,0.0008003917,0.01273685,0.003098527,0.006007552,0.001771573,0.001667838,0.0004220872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443517,"about_ca_system_score_gemma":0.008741512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006115079,"about_ca_topic_score_gemma":0.01037066,"domain_scores_codex":[0.9965785,0.001491697,0.0004097767,0.0003354327,0.0009989553,0.000185658],"domain_scores_gemma":[0.9914904,0.005990065,0.00102066,0.0001544328,0.001160357,0.0001841002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005462578,0.0001848263,0.005348842,0.08078679,0.0002597647,0.001454745,0.008359773,0.003173917,0.001038122,0.1682382,0.03265911,0.6984414],"study_design_scores_gemma":[0.0000129524,0.0002100914,0.02072539,0.1448025,0.00035956,0.002434638,0.0233673,0.001712598,0.0008197737,0.06098269,0.7444331,0.0001394657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002963578,0.9851665,0.001054289,0.005399772,0.0003390053,0.00001847115,0.00002759416,0.00001232021,0.005018524],"genre_scores_gemma":[0.05567597,0.9401188,0.001598087,0.001559917,0.0003363813,0.00004533518,0.00004839768,0.00000639788,0.0006106298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01033606,"threshold_uncertainty_score":0.03217953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009477416146841701,"score_gpt":0.2635579012698824,"score_spread":0.2540804851230407,"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."}}