{"id":"W4401520494","doi":"10.1007/978-3-031-61660-0_13","title":"Numerical Modelling of a Sedimentation Tank for Enhancing Sediment Removal in Open-Loop Ground Source Heat Pump System of Type Standing Column Well","year":2024,"lang":"en","type":"book-chapter","venue":"Innovative renewable energy","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Sedimentation; Environmental science; Sediment; Heat pump; Loop (graph theory); Hydrology (agriculture); Geology; Engineering; Geotechnical engineering; Geomorphology; Mathematics; Mechanical engineering; Heat exchanger","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":[0.0001054628,0.0003015142,0.000508767,0.0002044954,0.000547031,0.0009137392,0.0006923958,0.001078321,0.003105766],"category_scores_gemma":[0.0002074376,0.0002998501,0.0005388023,0.0002361419,0.0003747453,0.0004571453,0.0003090288,0.0003762279,0.0002784713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007185203,"about_ca_system_score_gemma":0.0008803033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337649,"about_ca_topic_score_gemma":0.01038262,"domain_scores_codex":[0.9999413,0.00001068358,0.0000038905,0.00001289419,0.0000196733,0.00001149078],"domain_scores_gemma":[0.9999077,0.00004363297,0.00001185001,0.000006020979,0.00002117269,0.000009639371],"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":[0.0000682509,0.00004321831,0.0006237269,0.00006776286,0.00000963452,0.0001057034,0.00003582774,0.9768552,0.01603657,0.001414024,0.0003489156,0.004391117],"study_design_scores_gemma":[0.000006309227,0.00002725182,0.0003306633,0.00000403558,0.000004606457,0.00001050028,0.00001481892,0.9970804,0.001999733,0.0001920858,0.000323563,0.000005996052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6860315,0.001134176,0.256988,0.0006333318,0.0002573685,0.0001481914,0.0008303083,0.001234024,0.05274307],"genre_scores_gemma":[0.9747187,0.0003020276,0.01141437,0.00002894477,0.00001167157,0.00005272176,0.0001487183,0.00004198061,0.01328089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337649,"threshold_uncertainty_score":0.02659726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152691155849302,"score_gpt":0.2425398555696368,"score_spread":0.2210129440111438,"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."}}