{"id":"W2332443073","doi":"10.3130/aijt.19.225","title":"SURVEY RESEARCH ON THE REGULATIONS FOR ENERGY EFFICIENCY OF RESIDENTIAL AND NON-RESIDENTIAL BUILDINGS IN THE FOREIGN COUNTRIES","year":2013,"lang":"en","type":"article","venue":"AIJ Journal of Technology and Design","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Efficient energy use; Government (linguistics); Energy consumption; Business; Consumption (sociology); Order (exchange); Residential area; Environmental economics; Engineering; Civil engineering; Economics; Finance","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.003018808,0.0001110556,0.0002394327,0.000609064,0.0002913171,0.00005746474,0.0004270294,0.0001990141,0.0000305384],"category_scores_gemma":[0.0005573431,0.00005751653,0.00006041261,0.0006880647,0.0005672713,0.0001411959,0.00006496038,0.0002781069,0.000001199252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002521006,"about_ca_system_score_gemma":0.00003093091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381188,"about_ca_topic_score_gemma":0.0008338235,"domain_scores_codex":[0.9984279,0.0004185393,0.0004220681,0.0001607675,0.0003378855,0.0002328066],"domain_scores_gemma":[0.997468,0.001751698,0.0002810908,0.0002391712,0.000232979,0.00002708653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005186083,0.000295747,0.01651652,0.00002664923,0.0004289326,0.00002376373,0.0007884653,0.01192642,0.03710485,0.8869026,0.04053918,0.004928307],"study_design_scores_gemma":[0.002776772,0.003121244,0.3395565,0.0002147518,0.0003307734,0.0001929061,0.006423738,0.002921938,0.1518497,0.4864602,0.005666541,0.0004850384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712402,0.001152357,0.02195689,0.005110021,0.00003284711,0.000229795,0.000002677273,0.000006891645,0.0002683483],"genre_scores_gemma":[0.998422,0.0005359511,0.0007328233,0.00008172273,0.00005455827,0.0000368297,0.000001528561,0.000008317948,0.000126295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4004424,"threshold_uncertainty_score":0.2345456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989885957319259,"score_gpt":0.2804876689330124,"score_spread":0.2505888093598198,"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."}}