{"id":"W2326805609","doi":"10.1115/power2007-22137","title":"Residential Total Energy System Testing at the Canadian Centre for Housing Technology","year":2007,"lang":"en","type":"article","venue":"","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Natural Resources Canada","funders":"","keywords":"Cogeneration; Thermostat; Heat pump; Work (physics); Engineering; Waste heat; Environmental science; Waste management; Waste heat recovery unit; Heat sink; Heating system; Mechanical engineering; Heat exchanger; Electricity generation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008333375,0.0004936582,0.0003266032,0.000366348,0.001957672,0.0005374359,0.001089612,0.0003330717,0.004778062],"category_scores_gemma":[0.0008244299,0.0002796926,0.0003747747,0.000695535,0.0005383036,0.0005057522,0.0004082914,0.0004681288,0.0006672436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005973171,"about_ca_system_score_gemma":0.006044161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5375511,"about_ca_topic_score_gemma":0.7303779,"domain_scores_codex":[0.9988493,0.00007640364,0.00001654688,0.0001118879,0.0007664133,0.0001793832],"domain_scores_gemma":[0.9991844,0.00004119238,0.00001526128,0.00006019554,0.0006173601,0.00008157647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0041255,0.003090418,0.05058317,0.0006699346,0.0001503658,0.001551794,0.00355783,0.104331,0.573403,0.007708007,0.03422046,0.2166086],"study_design_scores_gemma":[0.0007393222,0.008910311,0.182181,0.00007073255,0.0001552647,0.0005951075,0.003417732,0.1431581,0.5632949,0.001079188,0.09611886,0.0002794615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576149,0.00008546461,0.0161161,0.0001107401,0.00003592042,0.000634441,0.002071232,0.0009204518,0.02241074],"genre_scores_gemma":[0.9736235,0.000081788,0.01278595,0.00004980432,0.000003374803,0.0002233714,0.001487167,0.0001088187,0.01163618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4624489,"threshold_uncertainty_score":0.9303447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244504474105942,"score_gpt":0.2136385909207147,"score_spread":0.2011935461796553,"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."}}