{"id":"W7028775503","doi":"","title":"Housing and small building energy efficiency requirements explained via new online presentations","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Efficient energy use; Building code; Energy (signal processing); Code (set theory); Falling (accident); Energy requirement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001058549,0.0006163362,0.0003327711,0.001129772,0.0008919596,0.001409346,0.0009643437,0.001021442,0.3304162],"category_scores_gemma":[0.003520801,0.0002624307,0.0003536193,0.0009618171,0.0002501276,0.001393545,0.001624709,0.001495229,0.06466263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059726,"about_ca_system_score_gemma":0.002623982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794299,"about_ca_topic_score_gemma":0.04351422,"domain_scores_codex":[0.9985197,0.0001006151,0.00005261035,0.00006723007,0.001046788,0.000213087],"domain_scores_gemma":[0.9972715,0.000471992,0.0001318588,0.0001729533,0.001678059,0.0002737131],"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":[0.0001596108,0.000327085,0.0009013092,0.0003021691,0.000004159495,0.0002303981,0.0004696641,0.0008630519,0.004825433,0.01109767,0.8512058,0.1296137],"study_design_scores_gemma":[0.00002039659,0.00005735377,0.00678078,0.0001063609,0.000004302296,0.000117451,0.0003503877,0.0003476124,0.001988009,0.002229922,0.9879668,0.00003069107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02352844,0.0009785638,0.009127918,0.004918435,0.001904918,0.0005395455,0.0186013,0.002536788,0.9378642],"genre_scores_gemma":[0.09585156,0.002597325,0.01499992,0.002130357,0.001456742,0.001093627,0.0194139,0.00211932,0.8603372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3304162,"threshold_uncertainty_score":0.95508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0536428305901052,"score_gpt":0.3394125131077562,"score_spread":0.285769682517651,"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."}}