{"id":"W54917122","doi":"10.17265/1934-7359/2012.08.005","title":"Solar-Assisted Space Heating and Small Pond-Assisted Space Cooling of a Highly Insulated Energy Efficient House","year":2012,"lang":"en","type":"article","venue":"Journal of Civil Engineering and Architecture","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Renewable Energy Laboratory; U.S. Department of Energy","keywords":"Space (punctuation); Energy (signal processing); Solar energy; Architectural engineering; Environmental science; Electrical engineering; Mechanical engineering; Nuclear engineering; Computer science; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001012887,0.000100782,0.0001536356,0.0001030624,0.0003049198,0.0002649836,0.0002696997,0.0001615047,0.002202699],"category_scores_gemma":[0.000117854,0.0001107071,0.0001864367,0.00008814072,0.0002443614,0.0002704423,0.0001960572,0.0001967651,0.0002339631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604675,"about_ca_system_score_gemma":0.0001707959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005539004,"about_ca_topic_score_gemma":0.00173929,"domain_scores_codex":[0.9999506,0.000009178349,0.000001160499,0.000008909631,0.0000187511,0.00001139519],"domain_scores_gemma":[0.9999746,0.000007117517,0.000002365273,0.000005042653,0.000005057424,0.000005823031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009211684,0.0004088005,0.002521462,0.0002617114,0.00003608758,0.000654677,0.0002788195,0.03393697,0.8973711,0.005962077,0.003078098,0.05456911],"study_design_scores_gemma":[0.0001588218,0.001494705,0.01266774,0.00002195984,0.00004249077,0.0005733718,0.000249117,0.1205205,0.8390979,0.001019947,0.02410965,0.00004387998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762872,0.0003211494,0.01291865,0.0001266185,0.00007910511,0.00003643994,0.0000616872,0.0001272742,0.01004185],"genre_scores_gemma":[0.9924765,0.00007999985,0.003355447,0.00001582675,0.000006360113,0.000009051455,0.0000238846,0.00001171313,0.004021144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002202699,"threshold_uncertainty_score":0.007368743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008881647163551047,"score_gpt":0.1885938312547097,"score_spread":0.1797121840911587,"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."}}