{"id":"W2135144602","doi":"10.1103/physrevlett.109.244303","title":"Dynamics of Elastic Rods in Perfect Friction Contact","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Science Foundation","keywords":"Rod; Dynamics (music); Classical mechanics; Surface (topology); Position (finance); Physics; Mechanics; Range (aeronautics); Materials science; Mathematics; Geometry; Composite material","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":[0.00009328493,0.0001088323,0.0002474544,0.0000452342,0.00002091903,0.000003843221,0.00005452397,0.00001061459,0.00004061977],"category_scores_gemma":[0.00003404128,0.00009858854,0.0001114105,0.0002060085,0.00001100306,0.0002267676,0.000007107801,0.0001625772,0.00007201904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372435,"about_ca_system_score_gemma":0.00000343698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002850068,"about_ca_topic_score_gemma":0.0000112209,"domain_scores_codex":[0.9993964,0.00003541419,0.0002036176,0.00007679978,0.0001064802,0.000181321],"domain_scores_gemma":[0.9996499,0.00012356,0.00003456354,0.0001260251,0.00001461806,0.00005132924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005454767,0.002107392,0.3170055,0.01534293,0.0005705293,0.00001175097,0.004776677,0.1323078,0.4563407,0.01319551,0.0307972,0.02748948],"study_design_scores_gemma":[0.0007954146,0.0001822604,0.4215361,0.006018223,0.0005026901,0.00002870407,0.0001750258,0.5388665,0.004612416,0.0002330841,0.02576111,0.001288481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990103,0.00330892,0.004815724,0.0004381873,0.0004622107,0.0001557473,0.000004506504,0.00007085829,0.0006408486],"genre_scores_gemma":[0.9966315,0.002898652,0.00006663585,0.0002289056,0.0001235497,0.00001917355,0.000009162594,0.00001680323,0.000005623623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4517283,"threshold_uncertainty_score":0.4020324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033240895934998,"score_gpt":0.2631750660073047,"score_spread":0.2528426570479547,"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."}}