{"id":"W2034479276","doi":"10.1115/imece2010-39485","title":"Effective Modelling of Sticking Motions in Vibro-Impacting Continuous Systems","year":2010,"lang":"en","type":"article","venue":"","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lagrange multiplier; Sticking coefficient; Obstacle; Work (physics); Control theory (sociology); Multiplier (economics); Mode (computer interface); Computer science; Coefficient of restitution; Mechanics; Physics; Mathematical optimization; Mathematics; Thermodynamics; Artificial intelligence; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003741414,0.0005432128,0.0005959135,0.0004049896,0.0003592933,0.0007924451,0.001074911,0.001056096,0.002053771],"category_scores_gemma":[0.0007309027,0.0003194142,0.0005090519,0.0002849085,0.0009711545,0.0009070625,0.0007498161,0.0008152514,0.0001714535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004049713,"about_ca_system_score_gemma":0.0005944938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002877158,"about_ca_topic_score_gemma":0.001698578,"domain_scores_codex":[0.9998031,0.00004931183,0.000009269829,0.00002557037,0.00008791707,0.00002473386],"domain_scores_gemma":[0.999754,0.0001253359,0.00003311036,0.00002842686,0.00003337778,0.00002575654],"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":[0.00001814412,0.00002378273,0.0001924233,0.00003005822,0.00001310692,0.00008442587,0.00006637934,0.9728858,0.004483885,0.01779518,0.00008105185,0.004325716],"study_design_scores_gemma":[0.000002706793,0.000008755043,0.00003259066,0.000001399287,0.00000117329,0.000005158992,0.000003631276,0.9984679,0.0002177452,0.001116647,0.0001401252,0.000002128708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0580317,0.0001291028,0.937286,0.00005473066,0.00004075437,0.00004183774,0.00003177625,0.000133458,0.004250705],"genre_scores_gemma":[0.9407275,0.0001971938,0.05449829,0.00003233219,0.00002406174,0.00009677166,0.00004751814,0.00003802654,0.004338263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002877158,"threshold_uncertainty_score":0.006870508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006783400942822567,"score_gpt":0.1928272130670376,"score_spread":0.186043812124215,"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."}}