{"id":"W2937590711","doi":"10.1088/1755-1315/249/1/012023","title":"Successful Application of ATES/Groundwater Source Heat Pump in China","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Groundwater; Baffle; Heat pump; China; Environmental science; Water resource management; Environmental engineering; Geology; Engineering; Geotechnical engineering; Geography; Mechanical 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":[0.0007371623,0.0004962797,0.0004931838,0.0009237565,0.0007251795,0.000487295,0.0003742602,0.0004705296,0.001157496],"category_scores_gemma":[0.0002079961,0.0001830776,0.0007596116,0.001014659,0.0004358728,0.0005425311,0.0007822057,0.0002948334,0.0001818379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009457298,"about_ca_system_score_gemma":0.002431666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02167764,"about_ca_topic_score_gemma":0.01890329,"domain_scores_codex":[0.9995899,0.0000390216,0.00003368287,0.00006825593,0.0001631536,0.0001060085],"domain_scores_gemma":[0.9998724,0.000009337533,0.00001123684,0.00001878326,0.00005897587,0.00002916528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001206046,0.0008295588,0.09497636,0.0008154229,0.0003585383,0.004634133,0.001184596,0.04875918,0.3913814,0.006659425,0.004487962,0.4447075],"study_design_scores_gemma":[0.000814916,0.005246289,0.2604631,0.0000879501,0.0007156663,0.001029646,0.001769943,0.1371192,0.5416915,0.002991301,0.04777439,0.0002961654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877875,0.0006201654,0.005027785,0.000316568,0.00006414966,0.0001065664,0.0001876466,0.0002542453,0.005635274],"genre_scores_gemma":[0.9946975,0.0003250584,0.002216516,0.00002370341,0.000009930152,0.00001440407,0.0001048029,0.000009464941,0.002598602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02167764,"threshold_uncertainty_score":0.04310292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005116281430160421,"score_gpt":0.1837944790169372,"score_spread":0.1786781975867768,"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."}}