{"id":"W134728952","doi":"","title":"A Study on An Integrated GEO/TES with Geothermal Heat Exchanger and Thermal Ice Storage","year":2005,"lang":"en","type":"article","venue":"Economic and Environmental Geology","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal energy storage; Renewable heat; Heat pump; Environmental science; Heat exchanger; Geothermal gradient; Passive cooling; Heat sink; Chiller; Coefficient of performance; Copper in heat exchangers; Cooling load; Air source heat pumps; Nuclear engineering; Storage heater; Geothermal energy; Geothermal heating; Engineering; Thermal; Hybrid heat; Mechanical engineering; Plate fin heat exchanger; Plate heat exchanger; Meteorology; Geology; Thermodynamics; Air conditioning","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":[0.0002757322,0.0003570715,0.000384901,0.000234665,0.0003446954,0.0007032339,0.0007066551,0.0003578987,0.003026134],"category_scores_gemma":[0.0003355722,0.0001760334,0.0005251927,0.0003757542,0.0002071236,0.000974885,0.0002243656,0.0003178038,0.0003377438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004765661,"about_ca_system_score_gemma":0.0005364175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003488625,"about_ca_topic_score_gemma":0.003241477,"domain_scores_codex":[0.9997762,0.00003755504,0.000008945338,0.00004857051,0.00008797021,0.00004083309],"domain_scores_gemma":[0.9998131,0.00003816383,0.00001331639,0.00001987481,0.00008979128,0.00002572124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00418519,0.00373269,0.02172125,0.001857106,0.0003274011,0.001501411,0.0005773411,0.1468056,0.4961247,0.01544818,0.003669014,0.3040501],"study_design_scores_gemma":[0.0004200464,0.01464107,0.03144379,0.000089821,0.0008153783,0.001269657,0.0008574905,0.5282627,0.3820348,0.001427016,0.03864098,0.00009730396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466324,0.001294143,0.03298882,0.0001185177,0.0001087159,0.0001809567,0.0001307034,0.0002225111,0.01832325],"genre_scores_gemma":[0.9815521,0.0006899494,0.01085519,0.000027486,0.00002891821,0.00004128999,0.00008982349,0.00002266822,0.006692616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003488625,"threshold_uncertainty_score":0.01012343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00820347835125444,"score_gpt":0.1916289046358543,"score_spread":0.1834254262845999,"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."}}