{"id":"W2009895881","doi":"10.1115/gt2007-27392","title":"An Innovative Non-Destructive Method for the In-Service Metal Surface Temperature Estimation of Coated GT Parts","year":2007,"lang":"en","type":"article","venue":"","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Airfoil; Superalloy; Eddy current; Materials science; Turbine; Coating; Thermography; Turbine blade; Nondestructive testing; Mechanical engineering; Temperature measurement; Gas turbines; Computer science; Metallurgy; Composite material; Structural engineering; Engineering; Infrared; Optics; Microstructure; Physics; Thermodynamics; Electrical engineering","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":[0.0003093041,0.0005778422,0.0002961623,0.001237052,0.0001958487,0.0003476183,0.0006130923,0.0004579768,0.0007794548],"category_scores_gemma":[0.0006816636,0.0003070854,0.00024387,0.0004295949,0.0004075121,0.0004066132,0.0003188578,0.0004709301,0.0003190034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736544,"about_ca_system_score_gemma":0.0003205641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009142437,"about_ca_topic_score_gemma":0.002838776,"domain_scores_codex":[0.9993166,0.00005039083,0.00001976388,0.000147399,0.0004443874,0.0000214899],"domain_scores_gemma":[0.9993911,0.0001331192,0.0001132895,0.0001039853,0.0002328398,0.00002576981],"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":[0.00003855106,0.0000193405,0.001649183,0.00009813518,0.0000106729,0.00005403809,0.00008988848,0.0005470233,0.9546068,0.0003078588,0.0001924263,0.04238601],"study_design_scores_gemma":[0.00001335213,0.0002568724,0.01670119,0.00001498972,0.00004026081,0.001135669,0.00008574249,0.03314843,0.943119,0.0002221358,0.005213429,0.00004889487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2052044,0.001108953,0.7890126,0.0000877858,0.0001363315,0.0001739799,0.0002629051,0.001001265,0.003011815],"genre_scores_gemma":[0.5557717,0.0006016414,0.4381407,0.00007280594,0.00005321509,0.0001578121,0.0001896155,0.00009410366,0.004918452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001237052,"threshold_uncertainty_score":0.002607524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008397115951801107,"score_gpt":0.2728060946985577,"score_spread":0.2644089787467566,"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."}}