{"id":"W2559586841","doi":"10.3992/jgb.11.3.162.1","title":"WATER CONSERVATION: OBSERVATIONS FROM A HIGHER EDUCATION FACILITY MANAGEMENT PERSPECTIVE","year":2016,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Mohawk College","funders":"","keywords":"Business; Water conservation; Perspective (graphical); Facility management; Institution; Higher education; Academic institution; Environmental resource management; Best practice; Environmental planning; Public relations; Engineering; Marketing; Political science; Water resources; Environmental science; Management; Economic growth; Ecology; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001032967,0.0001366956,0.0001902861,0.001066559,0.002281854,0.001096038,0.0005738534,0.0007553286,0.003519776],"category_scores_gemma":[0.003860172,0.0001780956,0.0001777875,0.001590322,0.001072725,0.001042772,0.001699474,0.001122548,0.0003822967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857847,"about_ca_system_score_gemma":0.001195007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642598,"about_ca_topic_score_gemma":0.05665382,"domain_scores_codex":[0.9990289,0.0003860169,0.00004750578,0.00009918083,0.000165365,0.0002729754],"domain_scores_gemma":[0.9957703,0.001934939,0.0009603,0.0001998604,0.0007184157,0.0004161487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002369513,0.0009404924,0.4528058,0.0004999371,0.0000300956,0.003923588,0.4539571,0.0009824645,0.01006154,0.001279189,0.008093847,0.06718902],"study_design_scores_gemma":[0.000005947549,0.0003637639,0.3877422,0.0001341811,0.00001385409,0.0005060234,0.5825608,0.0007378404,0.003302856,0.0002606586,0.02433356,0.00003834587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945725,0.00008984432,0.0003552697,0.0004427681,0.000004498441,0.00002207678,0.0002667264,0.00001446272,0.00423201],"genre_scores_gemma":[0.9980566,0.0001312313,0.0001839103,0.00009547246,0.000007104935,0.000009703241,0.00008792928,0.000005137738,0.001422852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02642598,"threshold_uncertainty_score":0.05254436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596613173661588,"score_gpt":0.2584557985212361,"score_spread":0.2324896667846202,"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."}}