{"id":"W3123321544","doi":"10.1016/j.geothermics.2021.102044","title":"Thermal performance of energy diaphragm wall (EDW) adjacent to air-conditioned space from the underground-engineering perspective","year":2021,"lang":"en","type":"article","venue":"Geothermics","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Fundamental Research Funds for the Central Universities; Southwest Jiaotong University; National Natural Science Foundation of China","keywords":"Heat exchanger; Heat transfer; Diaphragm (acoustics); Thermal; Parametric statistics; Environmental science; Mechanical engineering; Mechanics; Engineering; Meteorology; Physics","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":[0.0002376233,0.0002638701,0.000292388,0.000189059,0.0003047199,0.0005776668,0.0003120438,0.0003883694,0.004594439],"category_scores_gemma":[0.0004712837,0.0001120189,0.0002413292,0.0002124275,0.0004591518,0.0004738439,0.0004868423,0.0002359607,0.0006931198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020692,"about_ca_system_score_gemma":0.0001727312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049612,"about_ca_topic_score_gemma":0.001186047,"domain_scores_codex":[0.9998094,0.00002569212,0.000006654283,0.00004158288,0.00005404132,0.00006258413],"domain_scores_gemma":[0.9997118,0.00009147869,0.00003221277,0.00003017217,0.00008747809,0.0000468618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004658804,0.0002023381,0.0326925,0.0002326713,0.00004284101,0.0005605069,0.000393618,0.05940394,0.8691326,0.00214626,0.001066938,0.02946708],"study_design_scores_gemma":[0.00006465207,0.002763114,0.1108577,0.00006900026,0.00008212352,0.000357279,0.002076404,0.13187,0.746814,0.0009000871,0.004070425,0.00007531149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965075,0.00008668595,0.001507542,0.00001292598,0.00001188957,0.000002549317,0.00009038713,0.00003208564,0.001748533],"genre_scores_gemma":[0.9987644,0.00002238355,0.000211646,0.000003662009,0.000001506496,0.000001754583,0.00007094663,0.000006637547,0.0009171515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004594439,"threshold_uncertainty_score":0.01536995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007681128820567864,"score_gpt":0.1976913739028981,"score_spread":0.1900102450823303,"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."}}