{"id":"W7047558230","doi":"","title":"High resolution time-series modeling of domestic hot water heating systems","year":2011,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy consumption; Heating system; Water heating; Heat pump; Energy (signal processing); Solar energy; Water consumption; Solar water heating","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":[0.0002497309,0.0003721923,0.0003767162,0.0002113767,0.0002570562,0.0007657814,0.0005679769,0.0005847753,0.002173287],"category_scores_gemma":[0.0007161027,0.0002497273,0.0004525705,0.0003267294,0.0002187871,0.0005223839,0.0002719546,0.000551194,0.0003166427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005681771,"about_ca_system_score_gemma":0.0003866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02116174,"about_ca_topic_score_gemma":0.009343943,"domain_scores_codex":[0.9998739,0.00003198453,0.000007266806,0.00003285487,0.00003703529,0.00001690186],"domain_scores_gemma":[0.9998322,0.00009474926,0.00001966995,0.00001167289,0.00003438194,0.000007445708],"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":[0.00001177728,0.00001188822,0.0004754999,0.00001247066,0.000007725659,0.00002247451,0.00001450758,0.9954331,0.0007312351,0.0008211026,0.0001348016,0.002323495],"study_design_scores_gemma":[8.03192e-7,0.000002481021,0.0001673961,5.917241e-7,7.476648e-7,0.000001883286,0.000003283216,0.9995136,0.0001116768,0.00009121657,0.0001050785,0.000001150296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5992188,0.0004766,0.355032,0.0005336916,0.0001369973,0.0001293946,0.001578288,0.001182916,0.04171125],"genre_scores_gemma":[0.9859826,0.0001733585,0.00727399,0.00002582303,0.00001380892,0.00004712963,0.0003595617,0.0000394072,0.006084347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02116174,"threshold_uncertainty_score":0.04207712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172682385127954,"score_gpt":0.2304188498891215,"score_spread":0.2131506113763261,"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."}}