{"id":"W3044638872","doi":"10.1115/1.4047831","title":"Inverse Heat Transfer Study of a Power Transmission Line Tower Foundation","year":2020,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat transfer; Tower; Thermal conductivity; Line source; Permafrost; Electric power transmission; Thermal; Mechanics; Geology; Engineering; Structural engineering; Meteorology; Physics; Thermodynamics; Optics; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002922804,0.0001766805,0.0004125424,0.0001165853,0.00007833167,0.00003285772,0.0001851612,0.00008524391,0.02016645],"category_scores_gemma":[0.000007542178,0.0001265576,0.000204271,0.0002695717,0.00004092017,0.0004036627,0.00000179979,0.0002875977,0.00002887884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005433104,"about_ca_system_score_gemma":0.00005875193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004956909,"about_ca_topic_score_gemma":0.001899984,"domain_scores_codex":[0.9983487,0.0001065241,0.0006646086,0.0001684917,0.0004967747,0.0002148719],"domain_scores_gemma":[0.9994072,0.00007482916,0.0000084086,0.0000955943,0.0001252127,0.0002887945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01387264,0.002867342,0.4407748,0.0005793467,0.0006955971,0.0008596405,0.1892835,0.02176167,0.2939704,0.00001446294,0.003965854,0.03135481],"study_design_scores_gemma":[0.04560295,0.07625806,0.6249146,0.00110672,0.002031619,0.0008095246,0.04154374,0.03087901,0.06046659,0.0001560461,0.1135512,0.002679855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936516,0.0004166903,0.002167524,0.002571689,0.0002739837,0.0002576282,0.0001337461,0.00000951953,0.0005176125],"genre_scores_gemma":[0.998423,0.000434473,0.0000324921,0.0008383024,0.0001902906,3.381143e-7,0.00006128344,0.000007784357,0.00001204936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2335038,"threshold_uncertainty_score":0.9807293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05636538331472547,"score_gpt":0.2616053928194302,"score_spread":0.2052400095047047,"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."}}