{"id":"W4410438843","doi":"10.28924/2291-8639-23-2025-115","title":"An Innovative Technique for Various Types of Tri Ideals in b-Semirings","year":2025,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jazan University","keywords":"Mathematics; Type (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":[0.00381521,0.0006160118,0.0006029449,0.003098465,0.00275216,0.00308278,0.001242164,0.0008991911,0.008613797],"category_scores_gemma":[0.004664527,0.0006247007,0.002139535,0.001622146,0.006490536,0.01011165,0.005944827,0.004748151,0.002342175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005406,"about_ca_system_score_gemma":0.0007451164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005366622,"about_ca_topic_score_gemma":0.0005961509,"domain_scores_codex":[0.997524,0.0007169251,0.000227856,0.0005729311,0.0007365054,0.0002218037],"domain_scores_gemma":[0.9970214,0.001117946,0.0002866219,0.0007382417,0.0005200592,0.0003155987],"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":[0.0000176895,0.00001202823,0.0001534739,0.00005822378,0.000004961928,0.0001062508,0.000855615,0.0002339186,0.002331201,0.9876244,0.0006944312,0.007907948],"study_design_scores_gemma":[0.00001635736,0.0000779606,0.0003547921,0.0000760785,0.00001934355,0.001167345,0.000795961,0.00548661,0.005448765,0.9300086,0.05650191,0.00004629032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02692316,0.00104753,0.9189211,0.001460535,0.0005057768,0.0001778608,0.0001338594,0.0005082889,0.05032199],"genre_scores_gemma":[0.3598714,0.001357695,0.6158287,0.0009053971,0.0007307795,0.0002831758,0.0002369896,0.0003491935,0.02043673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008613797,"threshold_uncertainty_score":0.02881604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008112165585297117,"score_gpt":0.3695026160129971,"score_spread":0.3613904504277,"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."}}