{"id":"W53658165","doi":"10.3390/wsf-00710","title":"Investigation of Photovoltaic Self-sufficiency for a Residential Building in Canada","year":2011,"lang":"en","type":"article","venue":"","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Photovoltaic system; Roof; Environmental science; Meteorology; Renewable energy; Passive solar building design; Electricity; Photovoltaics; Snow; Energy consumption; Air conditioning; Atmospheric sciences; Environmental engineering; Engineering; Civil engineering; Electrical engineering; Physics; Mechanical engineering; Thermal","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":[0.0001273335,0.0001724255,0.0001514859,0.000254321,0.0006074025,0.0003863692,0.0003170505,0.0001376504,0.0009066128],"category_scores_gemma":[0.0003095419,0.00008721576,0.0001744532,0.0004122329,0.0002303397,0.0001107864,0.0001353409,0.00007733349,0.00007955351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003441541,"about_ca_system_score_gemma":0.001883791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.678255,"about_ca_topic_score_gemma":0.8575435,"domain_scores_codex":[0.9998218,0.00001034556,0.000002697956,0.00001704228,0.0001048291,0.0000431878],"domain_scores_gemma":[0.999851,0.0000214507,0.00001206791,0.00000838308,0.00009425489,0.00001281365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00059784,0.0002992673,0.261858,0.0003019003,0.0001015854,0.001500197,0.001634088,0.2937455,0.3336526,0.003736201,0.00143454,0.1011382],"study_design_scores_gemma":[0.00002692808,0.0003992431,0.5510129,0.00001457326,0.0001103873,0.0005753514,0.002873967,0.3342332,0.1062709,0.0003412817,0.00408823,0.00005309038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973956,0.00001490733,0.0007383958,0.000007818317,5.66867e-7,0.000005842568,0.00004409468,0.00001688242,0.00177582],"genre_scores_gemma":[0.9988781,0.00001710894,0.0004614984,0.000001635912,1.874265e-7,0.00000135551,0.00003719911,0.000003224205,0.0005996337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.321745,"threshold_uncertainty_score":0.6472797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481329928527389,"score_gpt":0.1716455453161687,"score_spread":0.1568322460308948,"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."}}