{"id":"W4236688756","doi":"10.18777/ieashc-task45-2015-0003","title":"IEA-SHC INFO SHEET 45.B.3.1 - Seasonal Borehole Thermal Energy Storage – Guidelines for Design & Construction","year":2015,"lang":"en","type":"report","venue":"","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Borehole; Thermal energy storage; Environmental science; Engineering; Biology; Geotechnical engineering; Ecology","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":[0.003265434,0.001081389,0.0006541447,0.002787272,0.001696935,0.002541151,0.002557158,0.002530847,0.1606657],"category_scores_gemma":[0.006040987,0.00106121,0.0006648378,0.002838316,0.0008313638,0.002695083,0.001091523,0.001585302,0.1128246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219739,"about_ca_system_score_gemma":0.006291676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02834613,"about_ca_topic_score_gemma":0.04430735,"domain_scores_codex":[0.9963874,0.0003964547,0.0001457495,0.0001702456,0.002627939,0.0002722702],"domain_scores_gemma":[0.9945003,0.0008594628,0.0002178723,0.0007794237,0.003506752,0.0001361716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003799327,0.0002783157,0.001465842,0.0008137855,0.00001455356,0.0001103716,0.0002668205,0.00403833,0.01245121,0.01369286,0.9041649,0.0623232],"study_design_scores_gemma":[0.00007607094,0.0001543091,0.004786715,0.0002620395,0.00001953205,0.0001135648,0.0002377188,0.001578557,0.01227438,0.00375911,0.9766921,0.00004595588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006304076,0.00102966,0.02655998,0.001570743,0.0005148759,0.002742576,0.1411888,0.006557391,0.8135318],"genre_scores_gemma":[0.05664678,0.001657228,0.03176746,0.001225507,0.0002015048,0.003754737,0.09243967,0.004748388,0.8075587],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1606657,"threshold_uncertainty_score":0.5374804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287757053801633,"score_gpt":0.3291773482112954,"score_spread":0.2004016428311322,"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."}}