{"id":"W4414094097","doi":"10.1063/5.0282087","title":"Transition of stall routes in a high-load compressor under radial distorted inflow","year":2025,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science and Technology Major Project; National Natural Science Foundation of China; University of Guelph","keywords":"Stall (fluid mechanics); Gas compressor; Axial compressor; Inflow; Leading edge; Tip clearance; Inlet; Surge","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003066985,0.00007334745,0.0001529363,0.00005196454,0.000009396466,0.000003893051,0.00005933997,0.00003598567,0.000005719871],"category_scores_gemma":[0.000002113612,0.00007790701,0.00003429474,0.0002098333,0.00002270444,0.0001644441,0.000006657609,0.00006226287,7.592129e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004779352,"about_ca_system_score_gemma":0.00002077073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008884444,"about_ca_topic_score_gemma":0.00002362968,"domain_scores_codex":[0.9995913,0.000007494624,0.0001767371,0.00006111865,0.000085651,0.00007773039],"domain_scores_gemma":[0.9998205,0.00001680369,0.00001587476,0.0001025443,0.00003369461,0.00001057493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002948607,0.00005809447,0.0005439992,0.0001826622,0.00003112315,1.580461e-7,0.0005622107,0.9371104,0.05685216,0.001933515,0.00009936572,0.002596861],"study_design_scores_gemma":[0.001151749,0.00003287592,0.02298335,0.0001275414,0.00003050606,7.225366e-8,0.00002316607,0.9142402,0.05917046,0.002038311,0.00007643272,0.0001253802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084145,0.0002249721,0.09044701,0.00002955709,0.0001238843,0.00008435323,0.00002614317,0.00004153821,0.0006080674],"genre_scores_gemma":[0.9993063,0.00006362917,0.0005112612,0.00001595986,0.00002910352,0.000005792318,0.00005076089,0.000008217731,0.000008989298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09089181,"threshold_uncertainty_score":0.3176956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005373653126405197,"score_gpt":0.2032838776273722,"score_spread":0.197910224500967,"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."}}