{"id":"W2157934070","doi":"10.1051/cocv:2002007","title":"Optimal Control of a Rotating Body Beam","year":2002,"lang":"en","type":"article","venue":"ESAIM Control Optimisation and Calculus of Variations","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cylinder; Beam (structure); Optimal control; Torque; Perpendicular; Control theory (sociology); Rigid body; Physics; Vibration; Basis (linear algebra); Dynamics (music); Control (management); Classical mechanics; Mathematics; Computer science; Mathematical optimization; Optics; Geometry; Acoustics; Quantum mechanics","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":[0.0002664744,0.0001573164,0.0003825384,0.0001264658,0.0001096174,0.00002905455,0.0001014576,0.0001035857,0.0004410788],"category_scores_gemma":[0.0003375427,0.0001678463,0.0001328177,0.0001806367,0.00009748297,0.0001895347,0.000009942955,0.0001146122,0.000006397713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002728887,"about_ca_system_score_gemma":0.0000175218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004269224,"about_ca_topic_score_gemma":0.00001495718,"domain_scores_codex":[0.9987285,0.0000691388,0.0006125779,0.0001727727,0.000225087,0.0001919279],"domain_scores_gemma":[0.9988695,0.0004482206,0.0001432706,0.0002299254,0.000216139,0.00009297809],"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":[0.000106497,0.0005926878,0.0016732,0.0002108846,0.0007136206,6.361808e-7,0.003840053,0.8690994,0.03224918,0.06402336,0.000122571,0.02736789],"study_design_scores_gemma":[0.003314175,0.0001032841,0.005414966,0.0000170236,0.0001650451,0.000001215534,0.0001244601,0.9900301,0.0004357095,0.0001596859,0.00009007812,0.0001442911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1337926,0.0004739341,0.8627359,0.0006911521,0.0001318416,0.0005440391,0.0001439179,0.0001164497,0.001370164],"genre_scores_gemma":[0.9970733,0.00003002968,0.002670402,0.00004797203,0.00004606845,0.00006700661,0.00001268897,0.00001564421,0.0000369064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8632807,"threshold_uncertainty_score":0.6844574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009428372898115529,"score_gpt":0.2027179222624563,"score_spread":0.1932895493643408,"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."}}