{"id":"W2912874896","doi":"10.4236/jwarp.2019.112008","title":"Borehole Heat Budget Calculator: A New Tool for the Quick Exploitation of High-Resolution Temperature Profiles by Hydrogeologists","year":2019,"lang":"en","type":"article","venue":"Journal of Water Resource and Protection","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"TechnoRem (Canada); Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Borehole; Calculator; Inflow; Aquifer; Heat exchanger; Flow (mathematics); Thermal conduction; Petroleum engineering; Geology; Computer science; Environmental science; Mechanics; Geotechnical engineering; Mechanical engineering; Engineering; Materials science; Groundwater","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001498295,0.001522295,0.0006916318,0.002742286,0.000411498,0.001237238,0.001701186,0.0005590972,0.02581415],"category_scores_gemma":[0.003812577,0.0007529982,0.0006285129,0.002156535,0.0003552724,0.001732157,0.001203837,0.001046188,0.006324219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004169941,"about_ca_system_score_gemma":0.001004697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382623,"about_ca_topic_score_gemma":0.002121079,"domain_scores_codex":[0.9993764,0.00009395292,0.00007448068,0.0001351712,0.0002780358,0.00004201214],"domain_scores_gemma":[0.9979437,0.0008953732,0.0002055744,0.0003634607,0.0004869299,0.0001049989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009062785,0.0003188918,0.01975729,0.001937062,0.0002098893,0.0005686117,0.001463904,0.02847989,0.049422,0.01124387,0.2754876,0.6102048],"study_design_scores_gemma":[0.0005218576,0.0002830549,0.03483257,0.000319008,0.0001480778,0.0007507451,0.0004517346,0.2641348,0.1312227,0.01159615,0.5552207,0.0005186251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0189962,0.0003073263,0.6096212,0.0002436224,0.0001803571,0.0004114595,0.04090493,0.3195503,0.00978463],"genre_scores_gemma":[0.1644679,0.0005307187,0.7198317,0.0002038551,0.0001122426,0.001737407,0.05187111,0.04986446,0.01138054],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02581415,"threshold_uncertainty_score":0.08635694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008317089428535627,"score_gpt":0.2051241404961555,"score_spread":0.1968070510676199,"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."}}