{"id":"W4400857159","doi":"10.1142/s2972458924010019","title":"Editorial","year":2024,"lang":"es","type":"editorial","venue":"Geometric Mechanics","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00175989,0.001030616,0.001629311,0.001651489,0.0001454534,0.0007126299,0.001054826,0.003464365,0.0004420888],"category_scores_gemma":[0.004623507,0.001010062,0.0009127824,0.003732916,0.00002560938,0.0001370166,0.0004126994,0.003262512,0.004682521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049773,"about_ca_system_score_gemma":0.0003219895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003008218,"about_ca_topic_score_gemma":0.00003526836,"domain_scores_codex":[0.9932562,0.0001214952,0.001335122,0.001200734,0.002872262,0.001214215],"domain_scores_gemma":[0.9955519,0.002238703,0.0001843933,0.001057038,0.0004593293,0.0005086762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003516186,0.00005849838,4.772568e-7,0.002224256,0.0004679824,0.00001720555,0.00003824122,0.0004776465,0.00007639026,0.00298213,0.9811609,0.01246114],"study_design_scores_gemma":[0.0006768627,0.0002491602,6.42352e-7,0.0003468907,0.0004336802,0.000002374104,0.00001706044,0.05227337,0.000004973462,0.004698836,0.9403422,0.0009538852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002190722,0.006823689,0.01988319,0.00008028976,0.9675485,0.0007190576,0.001376218,0.0008948632,0.002652322],"genre_scores_gemma":[0.00367866,0.001335595,0.0001234993,0.000005426267,0.9923181,0.00009272448,0.0003619709,0.0002495021,0.001834523],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05179572,"threshold_uncertainty_score":0.999235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005316638086127964,"score_gpt":0.2102841226765041,"score_spread":0.2049674845903762,"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."}}