{"id":"W4402154539","doi":"10.31399/asm.cp.itsc2024p0652","title":"Fluid Velocity Sensors Made by Thermal Spray","year":2024,"lang":"en","type":"article","venue":"Thermal spray","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermocouple; Materials science; Nichrome; Calibration; Electromagnetic coil; Torch; Composite material; Thermal spraying; Temperature measurement; Voltage; Electrode; Layer (electronics); Calibration curve; Thermal; Optoelectronics; Electrical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000172503,0.0003044432,0.0002400669,0.0001359682,0.00008525247,0.00009453392,0.0004841682,0.0002443368,0.0008395083],"category_scores_gemma":[0.00006025004,0.0002706381,0.0001026044,0.0004186429,0.0001689952,0.0002578849,0.0001231911,0.0007962527,0.001677769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893745,"about_ca_system_score_gemma":0.00001738535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366767,"about_ca_topic_score_gemma":0.00000356304,"domain_scores_codex":[0.9982171,0.00004679996,0.0002417077,0.0003594646,0.0003697404,0.0007651701],"domain_scores_gemma":[0.9991916,0.0001412462,0.00001410089,0.0005080306,0.00002761756,0.0001173827],"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":[0.00001585136,0.00001385312,0.00004466686,0.00007950526,0.00007384732,0.0001203601,0.0001242011,0.01815256,0.9501997,0.0002729375,0.004380702,0.02652183],"study_design_scores_gemma":[0.0002036229,0.00005690416,0.000520905,0.00004628188,0.00001452397,0.00002054614,0.0001170235,0.02629784,0.8842728,0.0001066074,0.0878672,0.0004757853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737062,0.003361742,0.001181761,0.0003196478,0.0004070586,0.0002530705,0.00006465632,0.003924991,0.01678083],"genre_scores_gemma":[0.9959535,0.0001770748,0.0008418506,0.00003806805,0.0001978166,0.00002965136,0.00001363232,0.0001405643,0.002607857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0834865,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160221877456704,"score_gpt":0.250085371744261,"score_spread":0.238483152969694,"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."}}