{"id":"W4393952422","doi":"10.1088/1361-6501/ad3a85","title":"Laminar separation bubble analysis by means of single–shot lifetime temperature sensitive paint in a water towing tank","year":2024,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Deutsche Forschungsgemeinschaft","keywords":"Laminar flow; Turbulence; Towing; Reynolds number; Materials science; Mechanics; Angle of attack; Shot (pellet); Thermodynamics; Analytical Chemistry (journal); Physics; Chemistry; Marine engineering; Chromatography; Aerodynamics","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":[0.0001904197,0.000197368,0.000282623,0.0004582473,0.0002301382,0.0002934613,0.000297538,0.0002878153,0.001293567],"category_scores_gemma":[0.0002737454,0.0001377047,0.0001669561,0.0002563063,0.0003083804,0.0003488859,0.00027951,0.0004113505,0.0001943236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002625177,"about_ca_system_score_gemma":0.0002403918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551275,"about_ca_topic_score_gemma":0.001535352,"domain_scores_codex":[0.9998723,0.000008480945,0.000004810558,0.00002749929,0.00005754489,0.00002933651],"domain_scores_gemma":[0.9997025,0.0000882182,0.0000581019,0.00002042498,0.00009284357,0.00003779944],"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":[0.00006008792,0.00001401616,0.0009091975,0.00002231465,0.000003456957,0.00006550384,0.00005618663,0.0003797985,0.9955137,0.00008088884,0.00003275512,0.002862055],"study_design_scores_gemma":[0.000007816221,0.0002924318,0.01312638,0.000005880253,0.000009262856,0.0001105168,0.0001420479,0.02528244,0.9604665,0.00008666446,0.000444823,0.00002528739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744586,0.0001538831,0.02435966,0.0000292446,0.00001140422,0.00002520982,0.0001474585,0.0001431568,0.0006713953],"genre_scores_gemma":[0.9820144,0.0001516382,0.01636626,0.00001401514,0.00000663023,0.00003846466,0.0001681654,0.00003956859,0.001200879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001551275,"threshold_uncertainty_score":0.004327416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0091143337130793,"score_gpt":0.2110913015413193,"score_spread":0.20197696782824,"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."}}