{"id":"W3096540012","doi":"10.1139/cgj-2020-0353","title":"Effect of nearby piles and soil properties on thermal behaviour of a field-scale energy pile","year":2020,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Civil, Mechanical and Manufacturing Innovation; Australian Government; National Science Foundation","keywords":"Pile; Geotechnical engineering; Thermal; Materials science; Thermal conductivity; Thermal energy; Modulus; Field (mathematics); Thermal expansion; Composite material; Geology; Thermodynamics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001608372,0.0001364555,0.0002933873,0.00007807486,0.0001041653,0.00002307472,0.0002174383,0.0001538651,0.0001611998],"category_scores_gemma":[0.00006111374,0.0001025016,0.0001081619,0.0001255633,0.00009815239,0.0000429861,0.0000280413,0.0002579238,0.000004402806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000296825,"about_ca_system_score_gemma":0.0001380869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1192671,"about_ca_topic_score_gemma":0.01107045,"domain_scores_codex":[0.9989954,0.0001058029,0.0003419262,0.0001546593,0.0001597075,0.0002425636],"domain_scores_gemma":[0.9990969,0.00006658782,0.0001337244,0.0001665071,0.00005608167,0.0004802351],"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":[0.001066956,0.0002548876,0.006630716,0.0004062382,0.0003285397,0.0001863738,0.001214439,0.3478287,0.3602983,0.03398611,0.005937283,0.2418614],"study_design_scores_gemma":[0.00379042,0.01085124,0.01003158,0.0008886663,0.0003050876,0.000370951,0.0004050594,0.04225501,0.7933345,0.0003596659,0.1361805,0.001227372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953423,0.0002759315,0.0001334339,0.002042453,0.00004330693,0.00007694951,0.00001526377,0.00002047638,0.002049937],"genre_scores_gemma":[0.9990976,0.0000234787,0.00002262717,0.000561618,0.0001615448,0.00001738352,0.000001989143,0.0000209202,0.00009281153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4330361,"threshold_uncertainty_score":0.8865978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009962351238816397,"score_gpt":0.1999997515557963,"score_spread":0.1900374003169799,"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."}}