{"id":"W4407996406","doi":"10.1061/9780784485972.002","title":"A Practical Guide to Estimating Input Parameters for Thermal Integrity Profiling Method","year":2025,"lang":"en","type":"article","venue":"","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Profiling (computer programming); Computer science; Reliability engineering; Engineering; Operating system","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":[0.003072881,0.001876417,0.001195998,0.003710505,0.00103646,0.001791932,0.002652721,0.00232533,0.0936652],"category_scores_gemma":[0.01178177,0.001436599,0.0007268518,0.002823611,0.0007059856,0.001851429,0.001515856,0.002844114,0.07360709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006157423,"about_ca_system_score_gemma":0.00253621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013365,"about_ca_topic_score_gemma":0.006080706,"domain_scores_codex":[0.9979371,0.0005929049,0.0002016765,0.0002228573,0.0009769337,0.00006857641],"domain_scores_gemma":[0.9936938,0.002879575,0.000281937,0.0006017772,0.002429401,0.0001134246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001324132,0.0002693474,0.001728424,0.002326878,0.00002997782,0.0005589003,0.0003814796,0.0108719,0.01754224,0.01842586,0.2989066,0.648826],"study_design_scores_gemma":[0.00006018985,0.0002665167,0.002379639,0.001011426,0.00003115428,0.0009846853,0.0003632501,0.03186514,0.01339757,0.01804092,0.9314319,0.0001676855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001415287,0.003020967,0.944568,0.0009722892,0.0007432755,0.001420325,0.005616614,0.01075712,0.03148609],"genre_scores_gemma":[0.006602296,0.003164619,0.946905,0.0005757891,0.0001501098,0.00238808,0.003261924,0.001764827,0.03518736],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0936652,"threshold_uncertainty_score":0.3133414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064129892434894,"score_gpt":0.3974208865268226,"score_spread":0.3467795876024737,"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."}}