{"id":"W2219582084","doi":"","title":"RETScreen(R) 지중열 히트펌프 모듈 한국 적용에 관한 연구","year":2005,"lang":"ko","type":"article","venue":"한국신재생에너지학회 학술대회논문집","topic":"Energy and Environmental Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil engineering; Renewable energy; Engineering; Environmental science; Environmental engineering","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":[0.000419943,0.0005381218,0.0002360532,0.000955588,0.0003298152,0.0006583246,0.0006157558,0.0002407218,0.02663409],"category_scores_gemma":[0.0007524642,0.0003168218,0.0005553127,0.000969007,0.0002438089,0.0009769277,0.0004637332,0.0002492675,0.004557582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009877995,"about_ca_system_score_gemma":0.001125725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06619684,"about_ca_topic_score_gemma":0.1267748,"domain_scores_codex":[0.9998,0.00003183947,0.00001129949,0.00003815387,0.00007988305,0.00003886916],"domain_scores_gemma":[0.9994583,0.0001314058,0.00004950527,0.0001065719,0.0002124653,0.00004175247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001885124,0.0007039271,0.08334276,0.001700866,0.0001739996,0.001061831,0.001543036,0.05315214,0.04966618,0.02590154,0.1640961,0.6167724],"study_design_scores_gemma":[0.0003202997,0.001605661,0.1199573,0.0002493075,0.000259083,0.001688506,0.002626807,0.1647396,0.0976257,0.005516622,0.6050689,0.0003422633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6096267,0.0004811033,0.07951379,0.0005264717,0.00008809501,0.001237174,0.04575556,0.04250947,0.2202617],"genre_scores_gemma":[0.7505687,0.0007564876,0.0746839,0.0001191452,0.00001296943,0.0005267889,0.02943425,0.002309809,0.1415879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06619684,"threshold_uncertainty_score":0.1316231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452201715232025,"score_gpt":0.2501626083082676,"score_spread":0.2356405911559473,"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."}}