{"id":"W3012515048","doi":"10.1109/cdc40024.2019.9029399","title":"Scattering transformation for planar conic systems with nonlinear sector boundaries","year":2019,"lang":"en","type":"article","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Conic section; Nonlinear system; Planar; Transformation (genetics); Scattering; Computer science; Mathematics; Mathematical analysis; Geometry; Optics; Physics","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":[0.00006677298,0.00008827479,0.0001318553,0.00004064414,0.00005564998,0.0002153663,0.00004532226,0.00003900833,0.00008936629],"category_scores_gemma":[0.000001054781,0.00006820537,0.00002075397,0.00004077357,0.00001309546,0.0001814086,9.679977e-7,0.0000344866,0.0001384322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003482788,"about_ca_system_score_gemma":0.00002302961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003790989,"about_ca_topic_score_gemma":0.00007732283,"domain_scores_codex":[0.9995458,0.000004494375,0.0001627207,0.00007482873,0.00008242965,0.0001297831],"domain_scores_gemma":[0.999809,0.00001833017,0.00001280556,0.00009795283,0.0000308131,0.00003104933],"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":[0.0004911614,0.0001131323,0.009459754,0.01664734,0.001402149,0.000006769873,0.03217265,0.570369,0.1438234,0.2042484,0.01575153,0.005514706],"study_design_scores_gemma":[0.001201783,0.0001268953,0.0001880739,0.0001041289,0.00001293522,0.00002810194,0.001428995,0.7992036,0.002850999,0.000003841497,0.1945909,0.0002596875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7502987,0.0001804849,0.2211324,0.0001175121,0.001605104,0.001512661,0.00004857027,0.0007531782,0.02435136],"genre_scores_gemma":[0.9981285,0.000002330553,0.0007624018,0.00002883556,0.00009519637,0.00005471343,0.00003405227,0.00002219535,0.0008717592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2478298,"threshold_uncertainty_score":0.2781334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009392841622007257,"score_gpt":0.1916063166720577,"score_spread":0.1822134750500504,"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."}}