{"id":"W2078512097","doi":"10.1115/es2011-54543","title":"Review of Combined Space and Domestic Hot Water Heating Systems for Solar Applications","year":2011,"lang":"en","type":"article","venue":"ASME 2011 5th International Conference on Energy Sustainability, Parts A, B, and C","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solar water heating; Sizing; Context (archaeology); Solar energy; Water heating; Overheating (electricity); Environmental science; Renewable energy; Work (physics); Photovoltaic system; Architectural engineering; Computer science; Environmental economics; Engineering; Process engineering; Mechanical engineering; Electrical engineering; Waste management; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005668757,0.0007079131,0.0009338839,0.002040185,0.0002836542,0.0008141362,0.0008192069,0.0006609625,0.005405044],"category_scores_gemma":[0.0007808387,0.0003791989,0.0008150269,0.00264151,0.0002225328,0.001168311,0.000417597,0.0006786734,0.001539491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765289,"about_ca_system_score_gemma":0.00109655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666111,"about_ca_topic_score_gemma":0.002185642,"domain_scores_codex":[0.9996056,0.00005719748,0.0000710204,0.00008246992,0.0001591676,0.00002456884],"domain_scores_gemma":[0.999448,0.0002971271,0.00008645912,0.00001438809,0.000133771,0.00002015753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001176071,0.0001133111,0.0004756271,0.08802991,0.0001994231,0.0002806243,0.0001614209,0.001342694,0.005962194,0.0041256,0.03362857,0.865563],"study_design_scores_gemma":[0.000008469705,0.0002089772,0.001695703,0.008351681,0.0002454859,0.0007736449,0.00008979678,0.0002536471,0.00154425,0.0007549232,0.98605,0.00002338654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004727957,0.9962054,0.0003948724,0.0001408106,0.0001610985,0.00001100648,0.00005309599,0.00001203572,0.002548929],"genre_scores_gemma":[0.002456294,0.995549,0.0005441079,0.0001363133,0.0001561571,0.00001216224,0.00009243322,0.000005130184,0.001048475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005405044,"threshold_uncertainty_score":0.01808167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729224491223217,"score_gpt":0.2644655992043067,"score_spread":0.2371733542920746,"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."}}