{"id":"W4367171954","doi":"10.18280/mmep.100209","title":"An Investigation of Generalized Fuzzy Integral Ro-Transform","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuzzy logic; Integral transform; Mathematics; Applied mathematics; Computer science; Mathematical analysis; Artificial intelligence","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":[0.0004347819,0.0001197002,0.0002233064,0.0001008509,0.00003745135,0.00006563074,0.0002331167,0.00006695561,5.868344e-7],"category_scores_gemma":[0.000008548409,0.00009543749,0.00004167359,0.0002645062,0.0000221343,0.0002070382,0.00002745411,0.0000898314,0.000009501481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008940588,"about_ca_system_score_gemma":0.0000106038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002104044,"about_ca_topic_score_gemma":3.291606e-7,"domain_scores_codex":[0.9991085,0.00001687745,0.0002943275,0.0001973904,0.0001690828,0.0002138357],"domain_scores_gemma":[0.9995376,0.00006294502,0.00003528798,0.0002235121,0.00003214783,0.0001084456],"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":[0.000001111828,0.000008571264,0.00001053011,0.0002828957,0.000009851426,9.276231e-7,0.001549643,0.6300591,0.002563227,0.3647602,0.00000832317,0.0007456074],"study_design_scores_gemma":[0.0001284515,0.00003947435,0.000009548293,0.00009116397,0.000003912633,0.000003922248,0.00001334481,0.7426004,0.0002722183,0.2567426,0.000009827917,0.00008512806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1366226,0.000070487,0.8621771,0.0001881767,0.00006191969,0.0001357824,8.452055e-7,0.0003560073,0.0003869895],"genre_scores_gemma":[0.9410631,0.00002343533,0.05878035,0.0000119878,0.00002716182,0.00003517531,0.000003154747,0.00001112644,0.00004452883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8044404,"threshold_uncertainty_score":0.3891828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679871590410616,"score_gpt":0.2132426377880989,"score_spread":0.1864439218839928,"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."}}