{"id":"W2614203849","doi":"10.1016/j.esd.2017.05.001","title":"Solar energy model and thermal performance of an electrochromic dome-covered house","year":2017,"lang":"en","type":"article","venue":"Energy Sustainable Development/Energy for sustainable development","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Wuhan University of Technology","keywords":"Glazing; Dome (geology); Electrochromism; Environmental science; Thermal; Passive solar building design; Solar energy; Absorption (acoustics); Meteorology; Atmospheric sciences; Materials science; Geology; Engineering; Composite material; Chemistry; Electrical engineering; Physics; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006107202,0.0008267669,0.0007707545,0.0006790724,0.002260261,0.0004214459,0.001072291,0.0004376635,0.000019179],"category_scores_gemma":[0.00005968957,0.0008979643,0.0001131129,0.0003464087,0.0001793322,0.002091548,0.0005096051,0.0001866273,4.56454e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024808,"about_ca_system_score_gemma":0.001438689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004190993,"about_ca_topic_score_gemma":0.0001689874,"domain_scores_codex":[0.995619,0.00004557549,0.0009906297,0.0008360561,0.0005111826,0.001997531],"domain_scores_gemma":[0.9974654,0.00005042773,0.0004120142,0.000964414,0.0007452677,0.0003624779],"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":[0.000388949,0.0001815102,0.0001172831,0.0007921614,0.0004244617,0.00009120943,0.0009797311,0.8584242,0.0009331211,0.1076184,0.0004055537,0.02964344],"study_design_scores_gemma":[0.002747727,0.0002446255,0.0008705821,0.00009575723,0.00006665829,0.00002657604,0.001774138,0.6645624,0.222261,0.00221584,0.103227,0.001907661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8530296,0.0007666816,0.1421628,0.000029989,0.000173281,0.0002721996,0.000003395475,0.000615698,0.002946337],"genre_scores_gemma":[0.9530385,0.0004244522,0.02324066,0.0001042136,0.00008478645,0.0007727884,0.0002058093,0.0002893172,0.02183954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2213279,"threshold_uncertainty_score":0.9993471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00477292130886213,"score_gpt":0.1833637313517432,"score_spread":0.1785908100428811,"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."}}