{"id":"W2074676349","doi":"10.1016/j.jclepro.2012.02.030","title":"Facilities management directors’ conceptualizations of sustainability in higher education","year":2012,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"University of British Columbia","keywords":"Sustainability; Respondent; Sustainable development; Business; Higher education; Resource (disambiguation); Sustainability organizations; Public relations; Environmental resource management; Political science; Economic growth; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00223598,0.00007619463,0.0001617153,0.0003041639,0.0001065401,0.00001888381,0.0001352352,0.00006399084,0.0003433466],"category_scores_gemma":[0.0009031741,0.00007494308,0.00006251535,0.0005212271,0.000284091,0.0009688913,0.00001682292,0.0001221516,0.000001671104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226809,"about_ca_system_score_gemma":0.0005069543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005907368,"about_ca_topic_score_gemma":0.00006250814,"domain_scores_codex":[0.9982154,0.0004882251,0.0005363833,0.0001096827,0.0004249578,0.0002253652],"domain_scores_gemma":[0.9981158,0.00007780664,0.0003975826,0.0001821302,0.001145812,0.0000809019],"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":[0.0001063946,0.00240118,0.6539123,0.0005421712,0.00005337381,5.014256e-7,0.1898291,0.00198347,0.0000775187,0.1062437,0.009659184,0.03519116],"study_design_scores_gemma":[0.0001189681,0.00003193164,0.3889148,0.00003135336,0.00003026086,0.000002030658,0.1806145,3.017335e-7,0.0003168933,0.008566081,0.4212842,0.00008872913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786558,0.0005229905,0.00003091668,0.008641591,0.004424348,0.0004480724,6.638943e-7,0.00001397233,0.007261615],"genre_scores_gemma":[0.9833342,0.00006581486,0.0002584527,0.00002185104,0.001182961,0.00001749711,0.000001829941,0.000006401671,0.01511103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.411625,"threshold_uncertainty_score":0.3759405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232556642791988,"score_gpt":0.3629114096323351,"score_spread":0.3205858432044152,"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."}}