{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001026968,0.0002457042,0.0003083511,0.00004742601,0.0004334198,0.0001232322,0.000491794,0.0003371652,0.001807615],"category_scores_gemma":[0.0001023057,0.0002082544,0.0001440323,0.0003266739,0.000465203,0.0003239379,0.0001537086,0.0002301647,0.007176501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003784572,"about_ca_system_score_gemma":0.0001572119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009647587,"about_ca_topic_score_gemma":0.002092898,"domain_scores_codex":[0.9973765,0.0003755723,0.0003501515,0.0004323544,0.0008084007,0.0006570422],"domain_scores_gemma":[0.9987552,0.00007366521,0.0001527109,0.0003795969,0.00003022014,0.0006086425],"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":[0.0002014236,0.001062058,0.2055498,0.0001456777,0.0004308364,0.000290936,0.1671085,0.001245733,0.0008197619,0.0791952,0.4636008,0.08034933],"study_design_scores_gemma":[0.0005514224,0.0001338086,0.005162276,0.00005834077,0.00003709801,0.000005622979,0.01581958,0.00009699426,0.0001906991,0.001754574,0.9757812,0.0004083899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3628033,0.001754491,0.00005852059,0.004614401,0.005542365,0.0003186428,0.00002367967,0.0001546229,0.6247301],"genre_scores_gemma":[0.8785118,0.0002634483,0.00006466735,0.0004583662,0.001562636,0.0000161699,0.00001099125,0.00002683628,0.1190851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5157086,"threshold_uncertainty_score":0.9991049,"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."}}