{"id":"W2955199387","doi":"","title":"Space Heating And Air Conditioning with Heat Exchanger Under Groundwater","year":2019,"lang":"en","type":"article","venue":"SOCIALSCI JOURNAL","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Environmental science; Energy consumption; Air conditioning; Environmental engineering; Montreal Protocol; Efficient energy use; Greenhouse gas; Global warming; Ozone layer; Energy conservation; Waste management; Natural resource economics; Engineering; Meteorology; Climate change; Ozone; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021106,0.0001060858,0.0001595481,0.00004344718,0.0004130627,0.0001120513,0.00006019827,0.00006330587,0.0008854566],"category_scores_gemma":[0.000003273743,0.00007963953,0.00004030477,0.00008595989,0.0000475527,0.0001765676,0.00001979461,0.0001621783,0.00007831114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005649022,"about_ca_system_score_gemma":0.00003772863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182083,"about_ca_topic_score_gemma":0.0003586663,"domain_scores_codex":[0.9992436,0.00006068558,0.0001565215,0.0001347015,0.0001752822,0.0002291718],"domain_scores_gemma":[0.9996412,0.00003789517,0.00007871216,0.0000881751,0.00006596745,0.00008801343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001013631,0.0002321556,0.04500173,0.0001328929,0.0007343924,0.00003964115,0.01257539,0.1847172,0.07241335,0.6753358,0.003013784,0.005702346],"study_design_scores_gemma":[0.01515189,0.001486532,0.3879526,0.001758918,0.0004196594,0.004808615,0.07652916,0.006732956,0.01211931,0.1381429,0.3508122,0.004085313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767508,0.0001569899,0.001157702,0.002434496,0.000148393,0.00007963922,0.000001245363,0.00003461685,0.01923615],"genre_scores_gemma":[0.993485,0.00001190276,0.0003644121,0.0004916031,0.0005346617,0.00001152933,0.000003554317,0.00002625972,0.005071027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5371928,"threshold_uncertainty_score":0.9695128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261932534827912,"score_gpt":0.2351839688988543,"score_spread":0.2225646435505752,"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."}}