{"id":"W3175090342","doi":"10.17794/rgn.2021.3.7","title":"DEFINING GEOEXCHANGE EXTRACTION RATES IN THE SAME GEOLOGICAL ENVIRONMENT FOR DIFFERENT BOREHOLE GEOMETRY SETTINGS – PILOT RESULTS FROM THE HAPPEN - HORIZON 2020 PROJECT","year":2021,"lang":"en","type":"article","venue":"Rudarsko-geološko-naftni zbornik","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Borehole; Heat exchanger; Geothermal gradient; Extraction (chemistry); Thermal; Geology; Spiral (railway); Horizon; Geotechnical engineering; Petroleum engineering; Geometry; Engineering; Chemistry; Mathematics; Geophysics; Mechanical engineering; Thermodynamics; 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":[0.001058234,0.0005531655,0.0004351972,0.0005237862,0.0003231662,0.000510616,0.0005498587,0.0004190277,0.0008993428],"category_scores_gemma":[0.0008885848,0.0001788029,0.0003661821,0.0005233345,0.0004910462,0.0004861669,0.0003689164,0.000309073,0.0003278089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005569944,"about_ca_system_score_gemma":0.0003585158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007725447,"about_ca_topic_score_gemma":0.01491783,"domain_scores_codex":[0.9992971,0.000103918,0.00002705717,0.0001324725,0.0002918835,0.0001475374],"domain_scores_gemma":[0.99937,0.0001354588,0.00007065634,0.0001232934,0.0002411765,0.00005939779],"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":[0.00588054,0.004502362,0.2277305,0.0007795038,0.0001617186,0.001567399,0.00144773,0.1621148,0.4556341,0.001251577,0.002823992,0.1361058],"study_design_scores_gemma":[0.0003091236,0.00819224,0.5257976,0.00003831637,0.0001354761,0.0004287523,0.001477219,0.09589174,0.3612887,0.000454257,0.005868664,0.000117888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954696,0.00004004355,0.002612865,0.000006576536,0.00000572764,0.00003849702,0.0006903617,0.0001196369,0.001016787],"genre_scores_gemma":[0.9966077,0.00002753786,0.002391421,0.000002508464,0.00000122345,0.00002184964,0.0006164657,0.00002094524,0.0003104954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007725447,"threshold_uncertainty_score":0.01536095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842088355288815,"score_gpt":0.2621754559518995,"score_spread":0.2337545723990114,"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."}}