{"id":"W4404466896","doi":"10.1007/s11666-024-01870-9","title":"Fluid Velocity Sensors Made by Thermal Spray","year":2024,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal spraying; Materials science; Thermal; Mechanics; Composite material; Meteorology; Coating; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003403896,0.0003284249,0.0004850638,0.0009112015,0.00007757588,0.00006740573,0.0010447,0.0006679831,0.0002497667],"category_scores_gemma":[0.0002539135,0.0002730667,0.0002020407,0.0009682695,0.0003612965,0.0003375304,0.0001811273,0.002166304,0.0001858018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243609,"about_ca_system_score_gemma":0.00004181914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001952508,"about_ca_topic_score_gemma":0.000001382068,"domain_scores_codex":[0.9978795,0.00004440189,0.0006299618,0.0002597835,0.0004429597,0.0007433945],"domain_scores_gemma":[0.9990321,0.0001472255,0.0001053613,0.0004793909,0.0001265863,0.0001093422],"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":[0.00003433261,0.00003052714,0.0001584409,0.00006206337,0.0002161763,0.0006134887,0.00003568514,0.01021103,0.935482,0.0006307481,0.004688564,0.04783698],"study_design_scores_gemma":[0.0003723998,0.0003023235,0.0001159844,0.0001037777,0.00003608423,0.0006989107,0.0002400269,0.005826029,0.8826895,0.0008938093,0.1083606,0.0003606179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794332,0.01042499,0.002994415,0.002601294,0.0007887487,0.000163528,0.00002161661,0.001782354,0.001789837],"genre_scores_gemma":[0.9944323,0.0007026994,0.004101706,0.0000311435,0.0002029138,0.000008183416,0.000001382302,0.0001131978,0.0004064417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103672,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009022550525826924,"score_gpt":0.2551930767135657,"score_spread":0.2461705261877388,"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."}}