{"id":"W1856430005","doi":"10.2166/wrd.2015.126","title":"Water reuse perceptions of students, faculty and staff at Western University, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Water Reuse and Desalination","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Land reclamation; Reclaimed water; Reuse; Wastewater; Water cycle; Water resources; Water quality; Environmental science; Environmental planning; Business; Environmental engineering; Geography; Engineering; Waste management; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001982746,0.00008518953,0.0001325966,0.00005124479,0.00007652853,0.00002532201,0.0002224277,0.00003934456,0.00004706301],"category_scores_gemma":[0.000009031771,0.0000470686,0.00002402761,0.00003056665,0.00006347813,0.0003509077,0.0005150935,0.0000533286,0.00000873075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552975,"about_ca_system_score_gemma":0.00001432649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01086275,"about_ca_topic_score_gemma":0.03036657,"domain_scores_codex":[0.9991849,0.00005026715,0.0001879141,0.00009628802,0.0003579265,0.0001227224],"domain_scores_gemma":[0.9995744,0.000006734921,0.00007889795,0.0001538167,0.00004417065,0.0001419299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000161908,0.0001834952,0.935248,0.00001384202,0.00006945272,0.0001044802,0.01337792,0.000242596,0.04534265,0.000001895713,0.00508901,0.0001647078],"study_design_scores_gemma":[0.01020659,0.002006042,0.6098001,0.0001376206,0.0005621252,0.0005603165,0.009563036,0.00007837129,0.3083915,0.0007368697,0.05727315,0.0006842964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985346,0.00001510485,0.00001035662,0.001230772,0.000064614,0.00006079903,0.000008595464,0.000003163459,0.00007199302],"genre_scores_gemma":[0.9965222,0.0000677247,0.0002929959,0.00001794041,0.00002061096,1.704888e-7,0.00001491213,0.000005581826,0.003057838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.325448,"threshold_uncertainty_score":0.995724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180174056934912,"score_gpt":0.2397099540802926,"score_spread":0.2216925483868014,"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."}}