{"id":"W7132239359","doi":"","title":"Energy performance and GHG emissions reduction potential of natural gas driven heat pumps in Canada","year":2022,"lang":"en","type":"article","venue":"NPARC","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gas compressor; Natural gas; Greenhouse gas; Storage heater; Heat pump; Combustion; Electricity; Gas engine; Renewable heat; Electricity generation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003170336,0.0004310532,0.0003002569,0.0005750665,0.001363965,0.0009851824,0.0006136619,0.0002745764,0.001612945],"category_scores_gemma":[0.0005100469,0.0001842053,0.0004222713,0.001169818,0.0005609898,0.0003407412,0.0003050789,0.0002506934,0.0001475754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02578134,"about_ca_system_score_gemma":0.01364491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852557,"about_ca_topic_score_gemma":0.9896869,"domain_scores_codex":[0.9995373,0.00002985523,0.000008499022,0.00005443093,0.0002080159,0.0001618794],"domain_scores_gemma":[0.9997008,0.00003596393,0.00001379165,0.000008425772,0.000211588,0.00002948238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003207291,0.0006441011,0.1769754,0.0005516652,0.0002632887,0.0007431414,0.0007039093,0.6620435,0.06341347,0.009155641,0.006045824,0.07625278],"study_design_scores_gemma":[0.0002086326,0.001045732,0.4756811,0.00005042606,0.0002862717,0.0001454791,0.003363542,0.440533,0.06347112,0.0008706469,0.01414764,0.0001964528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912868,0.0001491967,0.0005021946,0.00005600572,0.00000286236,0.00002353192,0.000724995,0.00005902844,0.007195424],"genre_scores_gemma":[0.9976161,0.0001175182,0.0004523845,0.000007311724,3.088775e-7,0.000004814262,0.0003072841,0.000008383452,0.001485897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578134,"threshold_uncertainty_score":0.1870576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004484276251265337,"score_gpt":0.1785368440467414,"score_spread":0.1740525677954761,"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."}}