{"id":"W1991623060","doi":"10.1016/j.enbuild.2006.06.003","title":"A new contribution to the finite line-source model for geothermal boreholes","year":2006,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":442,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Heat pump; Parameterized complexity; Heat transfer; Superposition principle; Rotational symmetry; Borehole; Heat exchanger; Flexibility (engineering); Geothermal gradient; Computer science; Parametric statistics; Applied mathematics; Mathematical optimization; Mechanics; Mechanical engineering; Mathematics; Engineering; Geology; Physics; Algorithm; Mathematical analysis; Geophysics; Geotechnical 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":[0.0003905594,0.001115796,0.001180312,0.0007823391,0.0007148379,0.001434834,0.003644179,0.002393189,0.004793154],"category_scores_gemma":[0.002193606,0.0006793332,0.001074524,0.0009894534,0.001267625,0.002964234,0.001512696,0.002046562,0.0008680823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008475076,"about_ca_system_score_gemma":0.00101284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008818262,"about_ca_topic_score_gemma":0.006620995,"domain_scores_codex":[0.9996697,0.00009018428,0.00001579163,0.00005963347,0.0001302086,0.00003446121],"domain_scores_gemma":[0.9993783,0.000238435,0.0000596451,0.00008027043,0.0001939906,0.00004925794],"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":[0.00002907354,0.00004933143,0.0003406213,0.00006618832,0.0000255185,0.0001425105,0.00006449212,0.9408209,0.002114278,0.04671978,0.001554302,0.008072944],"study_design_scores_gemma":[0.000003766465,0.000004202677,0.00002288747,0.000002965255,0.00000323322,0.00001277212,0.00000463421,0.9937679,0.0001244572,0.005071619,0.0009757587,0.000005802383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006779793,0.0002194874,0.9833007,0.0002571497,0.0001727574,0.00003002022,0.0002188257,0.0004201992,0.008601064],"genre_scores_gemma":[0.7763656,0.001338356,0.1885597,0.0004757732,0.0005310775,0.0002958265,0.000777154,0.00122944,0.03042711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008818262,"threshold_uncertainty_score":0.0175339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0088392838115429,"score_gpt":0.2149914899360133,"score_spread":0.2061522061244704,"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."}}