{"id":"W3087863176","doi":"","title":"Forms of Rationality and Uncertainty: Energy Efficiency in Ontario Hospitals","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rationality; Efficient energy use; Energy (signal processing); Engineering; Epistemology; Mathematics; Statistics; Philosophy; Electrical engineering","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":[0.006898746,0.0002496551,0.0004207872,0.001346929,0.01057367,0.009163546,0.001343632,0.001353092,0.002718877],"category_scores_gemma":[0.01936105,0.0003840099,0.0004365811,0.004973187,0.01312033,0.002865128,0.004179911,0.00136812,0.0001232744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1377789,"about_ca_system_score_gemma":0.1135091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9057546,"about_ca_topic_score_gemma":0.9348656,"domain_scores_codex":[0.9869989,0.004458391,0.0005045677,0.0006732146,0.004537872,0.002827143],"domain_scores_gemma":[0.9814045,0.00929807,0.003658713,0.0007200466,0.003031418,0.00188728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004176796,0.0001344582,0.2877794,0.0008115781,0.0001680177,0.002256143,0.3265867,0.01266603,0.001469131,0.252562,0.0135815,0.1015673],"study_design_scores_gemma":[0.00005200394,0.0001376522,0.3586125,0.0008154995,0.00007360391,0.0002608337,0.4107257,0.00737713,0.0009605103,0.04919796,0.1715089,0.0002778262],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8745647,0.003185573,0.004424079,0.02993679,0.00007452271,0.0001311554,0.0002679132,0.00003065563,0.08738455],"genre_scores_gemma":[0.9958143,0.0007832677,0.0004899928,0.0002613315,0.00001063941,0.0000185408,0.00002896918,0.000006133871,0.002586764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377789,"threshold_uncertainty_score":0.9996603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0644409963827885,"score_gpt":0.4607556309847152,"score_spread":0.3963146346019267,"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."}}