{"id":"W2766160275","doi":"10.25073/2588-1124/vnumap.4191","title":"Bounded generalized random linear operators","year":2017,"lang":"en","type":"article","venue":"VNU Journal of Science Mathematics - Physics","topic":"Fuzzy Systems and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bounded function; Mathematics; Bounded operator; Random compact set; Random element; Resolvent; Random function; Operator (biology); Random variable; Linear map; Linear operators; Finite-rank operator; Continuous linear operator; Discrete mathematics; Pure mathematics; Mathematical analysis; Statistics; Banach space","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":[0.002589655,0.0001992257,0.0005803836,0.0001314569,0.001131104,0.0006749675,0.001335877,0.00006185577,0.00002185291],"category_scores_gemma":[0.001774558,0.0001421275,0.0001988138,0.0002671658,0.0008276112,0.001264724,0.0001551838,0.000206829,0.00001322489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009032748,"about_ca_system_score_gemma":0.0004066304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006598253,"about_ca_topic_score_gemma":0.000001371438,"domain_scores_codex":[0.9975628,0.0000318184,0.0008314835,0.0001745576,0.001077952,0.0003214378],"domain_scores_gemma":[0.9960724,0.0001477967,0.001772373,0.0007663911,0.001049508,0.0001915128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001112584,0.001460931,0.0004301218,0.0007867131,0.0002478955,0.00007217809,0.01837777,0.003463471,0.03539573,0.9324658,0.005048356,0.002139773],"study_design_scores_gemma":[0.005132083,0.0002356565,0.00006083558,0.0007633156,0.0001982065,0.0001912226,0.001312498,0.1103097,0.03712754,0.8434737,0.0006338017,0.000561456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662907,0.00005221976,0.125911,0.0004458303,0.001429562,0.0003978141,0.000008583117,0.00003435837,0.005429877],"genre_scores_gemma":[0.6570396,0.00004918104,0.3414273,0.0000585887,0.0008037309,0.000004145276,4.866102e-7,0.00004215404,0.0005748064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2155163,"threshold_uncertainty_score":0.869965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0678632676240669,"score_gpt":0.350289898785317,"score_spread":0.2824266311612501,"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."}}