{"id":"W2292089485","doi":"","title":"에너지빈곤층의 주거형태 및 에너지 소비형태 분석","year":2015,"lang":"ko","type":"article","venue":"추계학술발표대회","topic":"Energy and Environmental Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy poverty; Single family; Roof; Consumption (sociology); Energy consumption; Low income; Poverty; Quarter (Canadian coin); Agricultural economics; Economics; Geography; Socioeconomics; Engineering; Economic growth; Civil engineering; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000106709,0.0001549499,0.0001002437,0.0005845803,0.0006718728,0.0008095418,0.0001697552,0.0001603136,0.01706524],"category_scores_gemma":[0.0002041416,0.00004997697,0.0001738751,0.0006852507,0.0002292513,0.0004246244,0.0003798762,0.0001896626,0.002885971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446219,"about_ca_system_score_gemma":0.0004651834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431955,"about_ca_topic_score_gemma":0.004074323,"domain_scores_codex":[0.9998939,0.00001560923,0.000006734729,0.00001924233,0.00003186278,0.00003266698],"domain_scores_gemma":[0.9999094,0.00001378836,0.00002055494,0.000005382407,0.00003821019,0.0000126422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003477417,0.0005549281,0.3809098,0.0007707633,0.00008095772,0.003232066,0.01056535,0.003465462,0.01302962,0.08424754,0.06049353,0.4423023],"study_design_scores_gemma":[0.000013387,0.0005023191,0.5125782,0.0003155143,0.00008082378,0.006258786,0.01867752,0.003365088,0.009894169,0.0183064,0.429927,0.00008079296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7277182,0.00410676,0.008748421,0.00218067,0.0002928,0.0001292185,0.002888529,0.000157399,0.2537781],"genre_scores_gemma":[0.9325317,0.002035707,0.00270783,0.0002000719,0.00006312278,0.0000819003,0.001144121,0.00001384995,0.06122183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706524,"threshold_uncertainty_score":0.05708885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04485334470107824,"score_gpt":0.2758738035129047,"score_spread":0.2310204588118265,"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."}}