{"id":"W4381619473","doi":"10.11159/ffhmt23.146","title":"Dynamics of a Rotating Core-Annular Flow at Inertial Fluid Oscillations","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Science Foundation","keywords":"Dynamics (music); Fluid dynamics; Mechanics; Inertial frame of reference; Flow (mathematics); Physics; Core (optical fiber); Inertial wave; Classical mechanics; Control theory (sociology); Computer science; Acoustics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001444612,0.000172519,0.000188361,0.00008076449,0.0001147965,0.00002421592,0.0003020018,0.0001006802,0.00005380682],"category_scores_gemma":[0.00006817502,0.00013893,0.0001111993,0.0001310864,0.0001689364,0.00001206103,0.0001407519,0.0000775892,0.000004076616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001209055,"about_ca_system_score_gemma":0.00003125879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002204434,"about_ca_topic_score_gemma":0.00005270119,"domain_scores_codex":[0.9989287,0.000006714929,0.0002929776,0.0002852161,0.0003004908,0.0001859619],"domain_scores_gemma":[0.9994487,0.00001808701,0.00003186737,0.00009782021,0.0003554162,0.00004816114],"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":[0.0001857732,0.00002616249,0.01099063,0.00006599911,0.00008028201,4.08137e-7,0.0003089606,0.0001843786,0.977867,0.008553766,0.0008016542,0.0009349585],"study_design_scores_gemma":[0.002945426,0.001377502,0.03041399,0.0004104356,0.0001775781,0.00002727215,0.001036355,0.3313827,0.6250314,0.00438202,0.00204758,0.0007677652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895669,0.0001120467,0.0001646738,0.002287013,0.0002661694,0.0002201602,0.0002396881,0.00001687532,0.007126431],"genre_scores_gemma":[0.997516,0.0005976835,0.0004694069,0.00007633076,0.00009113978,0.00003064415,0.0001004803,0.00001524796,0.001103058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3528356,"threshold_uncertainty_score":0.5665399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961280613335177,"score_gpt":0.2426330258526538,"score_spread":0.223020219719302,"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."}}