{"id":"W4403093740","doi":"10.28924/2291-8639-22-2024-179","title":"Novel Investigations of m-Bi-Ideals and Generators in b-Semirings with Extended Operator Frameworks","year":2024,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Fuzzy and Soft Set Theory","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jazan University","keywords":"Mathematics; Operator (biology); Algebra over a field; Pure mathematics","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":[0.002892689,0.0004198638,0.0004250187,0.001390012,0.001324518,0.001775277,0.0006544717,0.0005510902,0.002829711],"category_scores_gemma":[0.004328499,0.0002699384,0.000771399,0.0008266781,0.004097841,0.006340543,0.001948509,0.001680358,0.0003726116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007063574,"about_ca_system_score_gemma":0.0006503462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004450515,"about_ca_topic_score_gemma":0.0004129447,"domain_scores_codex":[0.9986804,0.0004729211,0.00009400163,0.0002740671,0.000345489,0.0001330088],"domain_scores_gemma":[0.9966647,0.00152663,0.0005432341,0.0004043315,0.0004744733,0.0003867566],"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":[0.00002111426,0.00001722293,0.0004345409,0.00005406544,0.000005868515,0.000133544,0.0005785407,0.0007299649,0.002408431,0.9912969,0.0002143227,0.004105426],"study_design_scores_gemma":[0.0000129517,0.00007888764,0.0008731503,0.00004594494,0.00001460132,0.0004859559,0.0006423279,0.01447501,0.001842655,0.969898,0.0116009,0.00002966012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3013098,0.004082503,0.6316347,0.001829862,0.0002867252,0.0001602957,0.0001845638,0.0001756667,0.06033585],"genre_scores_gemma":[0.8297235,0.001088145,0.1631074,0.0002535858,0.0003910593,0.00008912019,0.0001255578,0.00003681408,0.005184809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002892689,"threshold_uncertainty_score":0.01529819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684395613011404,"score_gpt":0.3609505574291706,"score_spread":0.3341066012990566,"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."}}