{"id":"W65733317","doi":"10.1007/978-94-010-0179-3_11","title":"Slow Sweep Through a Period-Doubling Cascade: An Example of a Noisy Parametric Bifurcation","year":2003,"lang":"en","type":"book-chapter","venue":"Solid mechanics and its applications","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Bifurcation; Period-doubling bifurcation; Amplitude; Parametric statistics; Cascade; Noise (video); Physics; Nonlinear system; Control theory (sociology); Mathematics; Mathematical analysis; Statistical physics; Optics; Quantum mechanics; Computer science; Engineering; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001422326,0.00032186,0.0004509035,0.0001689153,0.0002530597,0.00007240717,0.0001774118,0.0002097617,0.0002633434],"category_scores_gemma":[0.000005109938,0.0003303979,0.0001332034,0.0001853132,0.00001957279,0.0001800684,0.0000511339,0.00024645,0.00002430083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003893295,"about_ca_system_score_gemma":0.0001133021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001761993,"about_ca_topic_score_gemma":0.000009240423,"domain_scores_codex":[0.9984962,0.00001889229,0.0004979201,0.0005461462,0.0002161311,0.0002247529],"domain_scores_gemma":[0.9985418,0.00004881149,0.0004710967,0.0005021039,0.0003247468,0.0001113971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004070283,0.00007084692,9.18365e-7,0.00004175634,0.0000821525,1.291756e-7,0.0002997536,0.000117674,0.001351197,0.9859543,0.00007303804,0.0120042],"study_design_scores_gemma":[0.001232273,0.0001985551,0.000006074383,0.0001108737,0.0005157923,0.000007887669,0.0003327841,0.05016405,0.002561112,0.6107762,0.3331074,0.0009869516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001108918,0.002901617,0.9197581,0.0001993548,0.0001736361,0.002396615,0.0004940036,0.0000787934,0.0728889],"genre_scores_gemma":[0.9669529,0.0006022005,0.002588881,0.000133337,0.0007016364,0.0005710858,0.001553881,0.0001553524,0.02674077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9658439,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306343947321154,"score_gpt":0.2626831465780745,"score_spread":0.2296197071048629,"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."}}