{"id":"W4409409466","doi":"10.28924/2291-8639-23-2025-87","title":"Some New Versions of Various Inequalities over Trapezoidal Fuzzy Codomain","year":2025,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Fuzzy logic; Inequality; Computer science; Artificial intelligence; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002691511,0.0005407133,0.0004219146,0.001616327,0.001031083,0.002080187,0.001054087,0.0007995105,0.005187648],"category_scores_gemma":[0.005814587,0.0002249916,0.001041306,0.001490939,0.001529705,0.004266544,0.001207305,0.002511367,0.0004927802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695702,"about_ca_system_score_gemma":0.0007307429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878672,"about_ca_topic_score_gemma":0.002013893,"domain_scores_codex":[0.9985663,0.0003443767,0.000148243,0.0003246215,0.000408221,0.0002083311],"domain_scores_gemma":[0.9978557,0.0008940246,0.0002481369,0.0001831791,0.0006913667,0.000127524],"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":[0.00003417694,0.00001082055,0.0003668117,0.0001264454,0.00001448703,0.0001877749,0.0002697642,0.004112747,0.002812901,0.9731021,0.002235636,0.01672638],"study_design_scores_gemma":[0.00001552351,0.0000608174,0.001001506,0.00009890371,0.00003977734,0.0004727513,0.0003150721,0.1017278,0.003355882,0.8721251,0.02073199,0.00005484531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04828243,0.005297008,0.8564852,0.002407675,0.0008651067,0.00009800087,0.0006381854,0.0001180635,0.08580826],"genre_scores_gemma":[0.7374467,0.00574379,0.2341883,0.001317482,0.001099704,0.0002264507,0.0006199103,0.0001559136,0.01920178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005187648,"threshold_uncertainty_score":0.01735443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009200427390800361,"score_gpt":0.27404479083587,"score_spread":0.2648443634450696,"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."}}