{"id":"W120453693","doi":"10.1007/978-3-642-40371-2_4","title":"Development of a Feedback Model for the Self-Excited Impinging Planar Jet","year":2013,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Oscillation (cell signaling); Planar; Jet (fluid); Mechanics; Nozzle; Flow (mathematics); Excited state; Tracking (education); Phase (matter); Optics; Materials science; Physics; Computer science; Chemistry; Atomic physics; Thermodynamics","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":[0.0002506966,0.0005882874,0.0008056363,0.0002623364,0.0004908585,0.0009043601,0.001559306,0.001794568,0.004091793],"category_scores_gemma":[0.0005570374,0.0004326634,0.0008510379,0.0002789454,0.0006878757,0.000908946,0.001043378,0.001085968,0.0007041305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140324,"about_ca_system_score_gemma":0.0008961752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007797602,"about_ca_topic_score_gemma":0.004517688,"domain_scores_codex":[0.9998947,0.00001943115,0.000004857597,0.00002026769,0.00004693715,0.00001365403],"domain_scores_gemma":[0.9998438,0.00005764036,0.0000192271,0.00001017187,0.00005408679,0.00001505444],"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":[0.00002703315,0.00003914301,0.0001337815,0.0000730007,0.00001630103,0.0001385377,0.00007002769,0.9621907,0.00739599,0.02238983,0.0007122408,0.006813414],"study_design_scores_gemma":[0.000004592767,0.000009125371,0.00002107296,0.000002207803,0.000002537337,0.000006578872,0.000003781299,0.9980747,0.0002592192,0.001311242,0.0003018682,0.000003054166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03481038,0.0006171353,0.9338635,0.0003704279,0.0002236044,0.0001038174,0.000184602,0.0007224072,0.02910417],"genre_scores_gemma":[0.9136105,0.0007330676,0.05207739,0.0001829284,0.00009140731,0.0002740537,0.0002125229,0.0002438182,0.03257429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007797602,"threshold_uncertainty_score":0.01550442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045253917589079,"score_gpt":0.1905419787092737,"score_spread":0.1800894395333829,"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."}}