{"id":"W3014818974","doi":"","title":"Effects of Technological Development and Electricity Price Reductions on Adoption of Residential Heat Pumps in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"WSEAS TRANSACTIONS ON POWER SYSTEMS","topic":"Energy Efficiency and Management","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Electricity; Greenhouse gas; Heat pump; Environmental science; Natural gas; Environmental economics; Fossil fuel; Consumption (sociology); Energy consumption; Heating system; Natural resource economics; Waste management; Environmental engineering; Economics; Engineering","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":[0.0001953616,0.0001354122,0.000235549,0.0002193815,0.0002565067,0.00002289939,0.0001783095,0.000108231,0.00001746075],"category_scores_gemma":[0.00002550331,0.000125542,0.00003707264,0.0001387931,0.00007844726,0.00007903615,0.000006956811,0.0002068004,0.000001299918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000480742,"about_ca_system_score_gemma":0.0002639187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9188103,"about_ca_topic_score_gemma":0.9188539,"domain_scores_codex":[0.9988256,0.00006968011,0.0003397917,0.0002579658,0.0003087028,0.0001982542],"domain_scores_gemma":[0.9993792,0.00006132902,0.0001233349,0.0003400811,0.00004572138,0.00005029896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001318078,0.004882278,0.001933312,0.00140121,0.0007850899,0.0001727664,0.001951952,0.8086849,0.0206787,0.1451714,0.0004381908,0.01258211],"study_design_scores_gemma":[0.005087731,0.001733931,0.4484575,0.002240578,0.000259916,0.00004807174,0.001329306,0.002843764,0.457861,0.0002173085,0.07858104,0.00133984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678569,0.0001103337,0.02186747,0.0001102151,0.0007203036,0.0004241739,0.000002951018,0.00003805164,0.008869609],"genre_scores_gemma":[0.9987397,0.00001892894,0.00009940487,0.000009263063,0.000003841,0.00008443229,0.000001926747,0.000008636202,0.001033826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8058411,"threshold_uncertainty_score":0.5119454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007971521901742057,"score_gpt":0.2004355159321145,"score_spread":0.1924639940303725,"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."}}