{"id":"W2052641493","doi":"10.1115/1.4029526","title":"Nonlinear Dynamics of Stockbridge Dampers","year":2015,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Damper; Nonlinear system; Equations of motion; Boundary value problem; Dynamics (music); Physics; Cantilever; Structural engineering; Control theory (sociology); Classical mechanics; Engineering; Mathematics; Mathematical analysis; Computer science; Acoustics","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":[0.001131128,0.0001344755,0.0004644878,0.0001928178,0.00002089982,0.00003283284,0.0001170128,0.00006465919,0.000003225694],"category_scores_gemma":[0.00006804586,0.0001107269,0.0001198611,0.0001220047,0.00002750273,0.0001438079,0.000006449567,0.0001237237,0.000001801075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677927,"about_ca_system_score_gemma":0.00008400294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001865534,"about_ca_topic_score_gemma":0.00006014123,"domain_scores_codex":[0.9983913,0.00006463385,0.0006859523,0.00007171913,0.000652111,0.0001342472],"domain_scores_gemma":[0.9988225,0.00002021646,0.0002896805,0.0001219971,0.0005845552,0.000161014],"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":[0.0006266605,0.0004103733,0.02951664,0.001051229,0.005962134,0.00007090246,0.001926125,0.9058587,0.02735873,0.001616094,0.002803564,0.02279884],"study_design_scores_gemma":[0.00205103,0.0001639193,0.0004167122,0.000101538,0.0001945413,0.00004628207,0.001030147,0.9955863,0.00001516614,0.00002344864,0.0002615335,0.0001094318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1777667,0.006512869,0.8124986,0.0002483675,0.001367265,0.0002761488,0.00002997013,0.00004650275,0.001253656],"genre_scores_gemma":[0.9995124,0.00006518734,0.0002479979,0.0000123889,0.00008670131,0.000002295578,0.000002884295,0.00001668405,0.00005343691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8217458,"threshold_uncertainty_score":0.4515311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161127105457833,"score_gpt":0.2057958470655079,"score_spread":0.1896831365197246,"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."}}