{"id":"W7061366153","doi":"","title":"Pumping up building decarbonisation: the role of policy awareness in heat pump adoption among Canadian homeowners","year":2022,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat pump; Subsidy; Air source heat pumps; Willingness to pay; Economic impact analysis","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":[0.001393241,0.0003385352,0.0003406092,0.001168463,0.003282209,0.001829102,0.001125122,0.0004725253,0.0021654],"category_scores_gemma":[0.004599587,0.0003180535,0.0008181733,0.002827053,0.001300999,0.0007852939,0.001155515,0.0009177528,0.0001225561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02328919,"about_ca_system_score_gemma":0.03311344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948515,"about_ca_topic_score_gemma":0.9966826,"domain_scores_codex":[0.9988551,0.0001043239,0.00006216587,0.0001294712,0.0004755673,0.0003734134],"domain_scores_gemma":[0.9954384,0.0006048072,0.000996112,0.0001650835,0.0018923,0.0009034623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006845064,0.00008170044,0.9694715,0.00005083526,0.00003688095,0.0001039352,0.01705491,0.0001457064,0.0003116477,0.0002004518,0.0006735218,0.01180049],"study_design_scores_gemma":[0.000002501159,0.00002166195,0.9826821,0.00004701462,0.00001891642,0.0000261462,0.0158523,0.0002819831,0.00008317982,0.00002570088,0.0009396197,0.00001882312],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974779,0.0002399392,0.00006331786,0.0003375025,0.000004498607,0.00001745151,0.0003065482,0.000003736547,0.001549037],"genre_scores_gemma":[0.9986846,0.0003232419,0.0001097583,0.00005323503,0.000001891079,0.000006979055,0.0002166615,0.000002488924,0.0006010785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328919,"threshold_uncertainty_score":0.1689757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311625878513551,"score_gpt":0.2727325032574121,"score_spread":0.2596162444722765,"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."}}