{"id":"W4417272095","doi":"10.28924/2291-8639-23-2025-329","title":"Soft Union Tri-bi-ideals of Semigroups","year":2025,"lang":"","type":"article","venue":"International Journal of Analysis and Applications","topic":"Fuzzy and Soft Set Theory","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Phayao","keywords":"Converse; Semigroup; Ideal (ethics); Generalization; Commutative property; Soft set; Order (exchange); Set (abstract data type)","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":[0.004425854,0.0001918452,0.0008053618,0.00266319,0.0001821326,0.0002890247,0.00159085,0.0001465901,0.0005235722],"category_scores_gemma":[0.0008476237,0.0001548699,0.0008849548,0.003214868,0.0003597692,0.0003750862,0.0002341253,0.0002963356,0.00001460869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007666836,"about_ca_system_score_gemma":0.0003124705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005676413,"about_ca_topic_score_gemma":0.00004026711,"domain_scores_codex":[0.9953172,0.0003328674,0.00239156,0.0003529612,0.0014415,0.0001639194],"domain_scores_gemma":[0.9917722,0.00242641,0.002049726,0.0004358221,0.003158949,0.0001568539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003789651,0.001192759,0.05826334,0.00003419082,0.01317156,0.00001467324,0.0008971217,0.005842939,0.004405054,0.2844027,0.004064762,0.627332],"study_design_scores_gemma":[0.003130526,0.0003033488,0.1247341,0.0004735446,0.00891627,0.00007488437,0.00598205,0.01140618,0.006110111,0.5861223,0.2521128,0.0006338769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.143329,0.006635768,0.832134,0.009383136,0.0006611404,0.0002447196,0.0002245384,0.000007854243,0.007379817],"genre_scores_gemma":[0.9934081,0.002569685,0.00088127,0.0003338221,0.0002595022,0.000007622025,0.00001281853,0.000005678875,0.002521478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8500791,"threshold_uncertainty_score":0.6315411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068135645745006,"score_gpt":0.3748778311744826,"score_spread":0.3541964747170326,"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."}}