{"id":"W4391854617","doi":"10.23952/jnva.8.2024.2.09","title":"Generalized Hukuhara weak subdifferential and its application on identifying optimality conditions for nonsmooth interval-valued functions","year":2024,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Fuzzy Systems and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board; National Natural Science Foundation of China","keywords":"Subderivative; Mathematics; Interval (graph theory); Applied mathematics; Mathematical economics; Mathematical optimization; Calculus (dental); Regular polygon; Combinatorics; Geometry; Convex optimization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005779129,0.0001155729,0.0003175962,0.0004358102,0.0001785741,0.0001564733,0.0000561017,0.0000717439,0.00008380365],"category_scores_gemma":[0.0001503488,0.00009197264,0.0002740387,0.0003838225,0.00001594477,0.0002235895,0.00001737145,0.0001140371,0.000002204685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004562952,"about_ca_system_score_gemma":0.0000508586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001129161,"about_ca_topic_score_gemma":0.00001870316,"domain_scores_codex":[0.9988438,0.00007312118,0.0005641756,0.0001789148,0.0002480636,0.00009192705],"domain_scores_gemma":[0.9988613,0.0003335736,0.0002833863,0.00008053839,0.0003667306,0.00007451305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007031775,0.001209079,0.002429745,0.001435714,0.01630909,0.000007484899,0.001539117,0.02953632,0.01106575,0.9280127,0.005179056,0.002572808],"study_design_scores_gemma":[0.0005455266,0.00009485272,0.004332266,0.00008755857,0.002692506,0.00002040168,0.00007432565,0.9777604,0.00008874123,0.01349162,0.0006868283,0.0001249892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2569118,0.0003549487,0.7406065,0.0009391417,0.0002459588,0.0002799687,0.000551441,0.00002639094,0.00008372874],"genre_scores_gemma":[0.9646019,0.00009281827,0.03323707,0.00004915985,0.0008279984,0.00003260623,0.0003615173,0.00002123321,0.0007757146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9482241,"threshold_uncertainty_score":0.3750536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05145623542121708,"score_gpt":0.3544870099445628,"score_spread":0.3030307745233458,"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."}}