{"id":"W2024785958","doi":"10.1209/0295-5075/92/14002","title":"Dynamics of fluctuations in an optical analogue of the Laval nozzle","year":2010,"lang":"en","type":"article","venue":"Europhysics Letters (EPL)","topic":"Quantum Electrodynamics and Casimir Effect","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transonic; Nozzle; Physics; Nonlinear system; Quantum; Classical mechanics; Dynamics (music); Mechanics; Quantum mechanics; Acoustics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001194677,0.0001408807,0.000212033,0.00005279002,0.00005339764,0.00001805861,0.0003395282,0.00002930565,0.00002062057],"category_scores_gemma":[0.000008890657,0.0001155983,0.0001435558,0.0003379587,0.0001712733,0.00009225251,0.00006608568,0.0004112068,0.00000433785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001323913,"about_ca_system_score_gemma":0.00005011534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165051,"about_ca_topic_score_gemma":0.0001607644,"domain_scores_codex":[0.9990588,0.00007589003,0.000258532,0.0001997316,0.0001869043,0.0002201101],"domain_scores_gemma":[0.9992001,0.00008113094,0.0001365242,0.0004825511,0.00005649818,0.00004319931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001166339,0.0002460269,0.02591734,0.00001005692,0.00002368564,0.000001261089,0.0001308051,0.001064675,0.6806857,0.289802,0.00003577094,0.002071001],"study_design_scores_gemma":[0.002183285,0.0005135702,0.4707977,0.00007326631,0.0001951355,0.000003038288,0.0001924158,0.3412417,0.1354506,0.04821321,0.0001753377,0.0009607984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993713,0.000001181167,0.004222244,0.0009256838,0.0001995031,0.0001519282,0.00006622979,0.000007992718,0.0007122802],"genre_scores_gemma":[0.9993236,2.953254e-7,0.0003057541,0.0001123007,0.0001519837,0.000007015041,0.00006155019,0.00002469754,0.00001281008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5452351,"threshold_uncertainty_score":0.4713962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00337008293205036,"score_gpt":0.2157089710590175,"score_spread":0.2123388881269671,"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."}}