{"id":"W1999909361","doi":"10.1142/s0218127410028161","title":"HARMONIC ANALYSIS OF OSCILLATORS THROUGH STANDARD NUMERICAL CONTINUATION TOOLS","year":2010,"lang":"en","type":"article","venue":"International Journal of Bifurcation and Chaos","topic":"Bladed Disk Vibration Dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Continuation; Colpitts oscillator; Nonlinear system; Control theory (sociology); Numerical continuation; Harmonic; Numerical analysis; Harmonic analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001726493,0.00007715625,0.0001906141,0.0003095175,0.00001688824,0.00005953602,0.0001503837,0.00006507732,0.000146801],"category_scores_gemma":[0.0001043592,0.00007291947,0.0001057702,0.0002699489,0.00003560712,0.0004261061,0.00001306959,0.0001669755,0.000002006239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004324547,"about_ca_system_score_gemma":0.00003704832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004533848,"about_ca_topic_score_gemma":0.00001824658,"domain_scores_codex":[0.9990003,0.00001446292,0.00046549,0.00006593396,0.0003897664,0.00006404959],"domain_scores_gemma":[0.9990497,0.00006502878,0.0002574596,0.000078332,0.0005025641,0.00004691114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005642979,0.0004179771,0.1455482,0.00008359343,0.01273601,0.00002332935,0.01064318,0.1712204,0.2541545,0.1288536,0.003221309,0.2725336],"study_design_scores_gemma":[0.002931442,0.0002174681,0.3054757,0.00007380601,0.001159158,0.0001005354,0.0008840831,0.6093234,0.05309029,0.004128962,0.02206326,0.0005519739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758115,0.00008363576,0.1219951,0.0005268361,0.0008732759,0.00004648656,0.00004512746,0.00002035746,0.0005976057],"genre_scores_gemma":[0.9970833,0.0001534654,0.002528174,0.00006205665,0.0001243748,0.000001506296,0.00002490358,0.000008727618,0.00001349935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.438103,"threshold_uncertainty_score":0.297357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009203047708433443,"score_gpt":0.2554351164008056,"score_spread":0.2462320686923722,"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."}}