{"id":"W2091813156","doi":"10.1016/j.renene.2014.07.026","title":"Generic ground response functions for ground exchangers in the presence of groundwater flow","year":2014,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Borehole; Range (aeronautics); Finite element method; Groundwater flow; Transfer function; Function (biology); Groundwater; Flow (mathematics); Cylinder; Computer science; Mathematical optimization; Applied mathematics; Engineering; Mathematics; Mechanical engineering; Structural engineering; Geometry; Geotechnical engineering; Aquifer; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008943506,0.000883851,0.0005653067,0.0005119357,0.0003527252,0.0009068858,0.0007261214,0.00145358,0.004212731],"category_scores_gemma":[0.001294021,0.0001568206,0.0007891181,0.0004429781,0.0006018511,0.000751355,0.0007656942,0.0005769248,0.0006338744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005486544,"about_ca_system_score_gemma":0.0004140634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409682,"about_ca_topic_score_gemma":0.001376145,"domain_scores_codex":[0.9996899,0.0001019076,0.00001499272,0.00004771352,0.00006811468,0.00007727273],"domain_scores_gemma":[0.9996921,0.0001314624,0.00003772472,0.00004395074,0.00007398888,0.00002069235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002339672,0.00007472296,0.001325772,0.0002238932,0.00004570547,0.0004306354,0.0002118557,0.8536122,0.02100205,0.08339132,0.002084237,0.03736371],"study_design_scores_gemma":[0.000007516921,0.00001554004,0.000233397,0.000009131274,0.000008216545,0.00004084785,0.00003567784,0.9893336,0.002053617,0.007488177,0.0007656822,0.000008505838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05933822,0.000235213,0.9299205,0.0001512883,0.00005565935,0.00005029612,0.0002020856,0.0007850443,0.009261691],"genre_scores_gemma":[0.9561208,0.0002689454,0.03511862,0.00007044963,0.00002896049,0.0000715407,0.0002484538,0.0001576357,0.007914636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004212731,"threshold_uncertainty_score":0.01409298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123838880554896,"score_gpt":0.2283705903170302,"score_spread":0.2071322015114812,"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."}}