{"id":"W1988124933","doi":"10.1080/08916150590953388","title":"Investigation of Error Sources in Temperature Measurement Using Thermocouples in Water Impingement Cooling","year":2005,"lang":"en","type":"article","venue":"Experimental Heat Transfer","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thermocouple; Materials science; Temperature measurement; Thermal conduction; Distortion (music); Mechanics; Jet (fluid); Finite element method; Water cooling; Heat transfer; Composite material; Thermodynamics; Optoelectronics","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":[0.0003395743,0.0002538173,0.0002851456,0.0002254242,0.00003468571,0.00001913134,0.0001172384,0.0001270472,0.0001347382],"category_scores_gemma":[9.315207e-7,0.0002238683,0.00006691919,0.0001612514,0.00003801583,0.0002302746,0.00000866906,0.0002004512,0.000006146601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000487036,"about_ca_system_score_gemma":0.000025254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001454217,"about_ca_topic_score_gemma":0.0003355655,"domain_scores_codex":[0.9984234,0.00005413277,0.0005094667,0.0002348159,0.0003756753,0.0004025327],"domain_scores_gemma":[0.9997428,0.000007756802,0.000001741199,0.0001483602,0.00002181507,0.00007750381],"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":[0.0000369862,0.00005409119,0.0002829443,0.00007873942,0.00001637882,0.000005037539,0.01360571,0.04281636,0.9429693,0.00005209776,0.000001698696,0.00008069212],"study_design_scores_gemma":[0.001145584,0.00005446599,0.0006230518,0.0002717865,0.000007113229,0.000004419649,0.001102166,0.017275,0.979236,0.000009457746,0.00002687663,0.0002440689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966531,0.001485629,0.000955796,0.0000604234,0.0001284944,0.0005341696,0.000004398335,0.00008172526,0.00009623618],"genre_scores_gemma":[0.9990686,0.00001871957,0.0006557097,0.00006216925,0.00005799029,0.00007053219,0.000008800479,0.0000562222,0.000001287949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03626674,"threshold_uncertainty_score":0.9129086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05164147243235546,"score_gpt":0.2546738555400704,"score_spread":0.203032383107715,"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."}}