{"id":"W2803726648","doi":"10.7939/r39045","title":"Three essays on energy efficiency and environmental policies in Canada","year":2011,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Efficient energy use; Environmental policy; Economics; Environmental economics; Natural resource economics; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000009960069,0.0001096941,0.0001292949,0.00009762952,0.00005680124,0.000002630142,0.0001596599,0.00004312889,0.0009615849],"category_scores_gemma":[0.000001176812,0.0001239957,0.00002893497,0.00007081834,0.0001397818,0.0002187994,0.00003977397,0.00005099324,0.000003785914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000428138,"about_ca_system_score_gemma":0.00006869387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9812831,"about_ca_topic_score_gemma":0.9755833,"domain_scores_codex":[0.9994411,0.00001767932,0.0001024624,0.0001649846,0.0001094008,0.000164353],"domain_scores_gemma":[0.9996524,0.00005981394,0.00005525392,0.0001542503,7.84246e-7,0.00007751853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001565956,0.0002570767,0.5281269,0.00001739685,0.00005713632,0.00006749135,0.009845609,0.00248916,0.0001705896,0.4566104,0.0007979439,0.001403674],"study_design_scores_gemma":[0.0009586561,0.0001137001,0.9624639,0.00002846223,0.00002410499,0.0000023336,0.004840674,0.0004662015,0.004169449,0.002383806,0.02422496,0.0003238225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677607,0.00005391975,0.00002402807,0.0001190926,0.00002544788,0.00002206951,0.00001185951,0.000008477001,0.1319745],"genre_scores_gemma":[0.9975989,0.000258896,0.00008529934,0.0002366342,0.000007325651,1.489836e-7,0.00004479182,0.00001152054,0.001756469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542266,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006251052379834975,"score_gpt":0.1372025639912925,"score_spread":0.1309515116114576,"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."}}