{"id":"W2922237482","doi":"10.3390/wsf2-01165","title":"Modelling Thermally Interacting Multiple Boreholes with Variable Heating Strength","year":2012,"lang":"en","type":"article","venue":"","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Borehole; Heat exchanger; Heat transfer; Mechanics; Heat pump; Transient (computer programming); Geology; Geotechnical engineering; Materials science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607482,0.0001459919,0.0001367512,0.00003429092,0.0001793788,0.00004981561,0.0001146169,0.00004992144,0.0003501693],"category_scores_gemma":[0.00001408501,0.0001050957,0.0000314349,0.0001344139,0.00001562299,0.0003186727,0.00003304779,0.0001144213,0.00005883751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002436362,"about_ca_system_score_gemma":0.00001631788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0265012,"about_ca_topic_score_gemma":0.0003566597,"domain_scores_codex":[0.9990844,0.00003254593,0.0002201267,0.0001670554,0.0001231583,0.0003727338],"domain_scores_gemma":[0.9993559,0.0001541601,0.00009213368,0.0002453914,0.00004877773,0.0001036057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007327235,0.00006519421,0.003757998,0.000008318269,0.00002944949,2.147204e-7,0.0004485396,0.8770162,0.001860702,0.1151344,0.00001313857,0.001658483],"study_design_scores_gemma":[0.0003271774,0.00001832964,0.0002395343,0.00007589276,0.00001524432,0.00001259749,0.001374848,0.9539909,0.003464999,0.00008838443,0.04014082,0.0002512785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654344,0.00007787412,0.1211164,0.00004660222,0.00008051711,0.00009884337,0.000002576001,0.0002138711,0.2240192],"genre_scores_gemma":[0.9487656,0.000001526015,0.04852222,0.00007820209,0.0002784709,0.00005592668,0.00001309915,0.00003919218,0.002245788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2944216,"threshold_uncertainty_score":0.9799814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105139231823912,"score_gpt":0.2249436194522139,"score_spread":0.2038922271339748,"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."}}