{"id":"W2047835010","doi":"10.1007/s11071-015-1968-6","title":"Thermo-mechanical dynamics of three-dimensional axially moving beams","year":2015,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"University of Wollongong","keywords":"Nonlinear system; Partial differential equation; Galerkin method; Mathematics; Mathematical analysis; Ordinary differential equation; Axial symmetry; Equations of motion; Numerical partial differential equations; Differential equation; Discretization; Numerical continuation; Classical mechanics; Physics; Bifurcation; Geometry","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":[0.0002537633,0.0002119052,0.0003280468,0.0001303689,0.00003981063,0.00002523526,0.0002435661,0.0001955038,0.0000669624],"category_scores_gemma":[0.00006641093,0.0002082831,0.0001515031,0.0003242385,0.00005780678,0.0001302172,0.00008181243,0.0002465441,0.00004898862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704547,"about_ca_system_score_gemma":0.0001035386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007508451,"about_ca_topic_score_gemma":0.00260601,"domain_scores_codex":[0.9986629,0.00002416,0.000446304,0.0002066573,0.000403616,0.0002563047],"domain_scores_gemma":[0.9991663,0.00004936369,0.00008028731,0.0003516866,0.0001748799,0.0001775494],"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":[0.0000311196,0.00009611274,0.001445801,0.00003871476,0.0001625983,0.00001120326,0.00007049908,0.9740514,0.0002446476,0.01094199,0.0001219384,0.01278403],"study_design_scores_gemma":[0.0003811313,0.00004650674,0.0001803944,0.00001765093,0.0000502342,0.000009292628,0.00008890238,0.9973689,0.00005304092,0.00151228,0.00007535511,0.0002163028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2423161,0.00007582841,0.7525955,0.0002121283,0.0004902479,0.0001385013,0.0001482402,0.0003338303,0.003689563],"genre_scores_gemma":[0.9413497,0.00001184764,0.05731295,0.00009134686,0.0001633167,0.000005486784,0.0006779672,0.00008569233,0.0003016767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6990336,"threshold_uncertainty_score":0.8493538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283561483570406,"score_gpt":0.2214209787948253,"score_spread":0.2085853639591212,"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."}}