{"id":"W2029306451","doi":"10.1007/s11663-006-0031-x","title":"A compensation method for the disturbance in the temperature field caused by subsurface thermocouples","year":2006,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thermocouple; Thermal conduction; Heat flux; Thermal; Disturbance (geology); Mechanics; Temperature measurement; Compensation (psychology); Field (mathematics); Materials science; RADIUS; Heat transfer; Thermodynamics; Geology; Composite material; Physics; Mathematics; Computer science","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":[0.0002184753,0.00009601366,0.0001390812,0.00001895605,0.0001354117,0.00009299887,0.0001356191,0.00008800486,0.0000685238],"category_scores_gemma":[0.00001270154,0.00005476808,0.00003220016,0.0001225531,0.00004881955,0.00006219657,0.000002934513,0.0001385944,0.000001508353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001204748,"about_ca_system_score_gemma":0.000002066107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353979,"about_ca_topic_score_gemma":0.0002274565,"domain_scores_codex":[0.9994209,0.00005029566,0.0001524752,0.000121795,0.00009156999,0.0001629492],"domain_scores_gemma":[0.9993126,0.000511859,0.00001288719,0.0001388173,0.00001375566,0.00001007777],"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":[0.00005238663,0.00005638355,0.000001186765,0.00007799738,0.0000415416,0.000004658354,0.0001226808,0.0771351,0.9179384,0.001419336,0.0006461184,0.002504262],"study_design_scores_gemma":[0.001934865,0.0001481106,0.003706337,0.00004039633,0.0001261579,0.00005553719,0.0009089451,0.1305369,0.7515073,0.004225863,0.1061859,0.0006236388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2087983,0.000827619,0.7880393,0.001451256,0.00008799956,0.000558816,0.00007447185,0.0001188279,0.00004341375],"genre_scores_gemma":[0.9970566,0.0002741858,0.002117558,0.00003610789,0.00002086297,0.0002470841,0.00002020254,0.00001208967,0.000215322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7882583,"threshold_uncertainty_score":0.2233377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137363668667141,"score_gpt":0.2582142055078814,"score_spread":0.24684056882121,"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."}}