{"id":"W7023877070","doi":"","title":"Passive House Research &amp; Development Centre  (CREST): How to meet net zero carbon with Passivhaus ","year":2017,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Core Research for Evolutional Science and Technology; Queen's University; Queen's University Belfast","keywords":"Renewable energy; Passive house; Carbon footprint; Efficient energy use; Pavilion; Sustainable design; Sustainable development; Carbon neutrality; Zero-energy building","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004446876,0.0006890232,0.0002727479,0.0006512621,0.002288451,0.006430107,0.001407336,0.002508472,0.04414737],"category_scores_gemma":[0.00358065,0.0004116336,0.0005593872,0.000422125,0.002437319,0.005208254,0.004839089,0.002979681,0.02194999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003055607,"about_ca_system_score_gemma":0.009478081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106536,"about_ca_topic_score_gemma":0.01615678,"domain_scores_codex":[0.996463,0.0004624414,0.00007528937,0.0002961115,0.001866225,0.000836843],"domain_scores_gemma":[0.9968953,0.0001844559,0.0001194728,0.0003159734,0.001144495,0.001340268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001111315,0.000215467,0.0008594957,0.0003488769,0.00001250151,0.0004319084,0.001042029,0.0008265839,0.006413379,0.1493519,0.6733409,0.1670459],"study_design_scores_gemma":[0.00001065886,0.0001231901,0.0005948964,0.00006584071,0.000003361933,0.0001859599,0.0005055079,0.0002613591,0.002925341,0.004742505,0.9905641,0.00001727351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03633808,0.008102953,0.06753726,0.1083625,0.0128008,0.001044666,0.001675587,0.006633679,0.7575045],"genre_scores_gemma":[0.1285699,0.00509068,0.04034104,0.007372782,0.0004712298,0.0003283755,0.001425799,0.002147541,0.8142526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04414737,"threshold_uncertainty_score":0.1476877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138531589632554,"score_gpt":0.262686207336753,"score_spread":0.2313008914404274,"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."}}