{"id":"W2089163491","doi":"10.1007/s11663-007-9100-z","title":"Quantification of the Surface Temperature Discrepancy Caused by Subsurface Thermocouples and Methods for Compensation","year":2007,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"","keywords":"Thermocouple; Temperature measurement; Mechanics; Thermal conduction; Heat flux; Thermal; Materials science; Heat transfer; Surface (topology); Thermodynamics; Composite material; Physics; Mathematics; Geometry","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":[0.0004552628,0.00009622327,0.0001762083,0.00001519331,0.0001102192,0.00004225706,0.00003938542,0.00009087622,0.00004556375],"category_scores_gemma":[0.000005096141,0.00007048547,0.00003578719,0.00009085488,0.00005733319,0.0000913432,0.000001479027,0.00004613522,2.649396e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006917709,"about_ca_system_score_gemma":0.000004176616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002853654,"about_ca_topic_score_gemma":0.00003732846,"domain_scores_codex":[0.999415,0.00005531695,0.0002467655,0.0001199326,0.00005459981,0.0001083442],"domain_scores_gemma":[0.9997181,0.0001071134,0.00001712639,0.00008753902,0.00003274983,0.00003740522],"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":[0.00002237879,0.00002096292,0.000001925888,0.0001097064,0.00003295665,5.201766e-8,0.0001478487,0.01038584,0.9880263,0.0004275209,0.000005215766,0.0008192732],"study_design_scores_gemma":[0.0004686921,0.00002285759,0.003301112,0.00002238426,0.0001094182,0.000004868712,0.00006897037,0.02099369,0.9732132,0.0001226899,0.001530156,0.0001419821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4063393,0.0002815093,0.5928487,0.00006289225,0.000120504,0.0002425033,0.00005777783,0.00003358251,0.00001320488],"genre_scores_gemma":[0.9875298,0.0003580358,0.01195069,0.000006973211,0.000009132872,0.00001259138,0.00004641291,0.0000154165,0.00007097935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5811905,"threshold_uncertainty_score":0.2874314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479641217146636,"score_gpt":0.2719380009154546,"score_spread":0.2571415887439882,"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."}}