{"id":"W4409409425","doi":"10.28924/2291-8639-23-2025-91","title":"\\((\\in, \\in \\vee q_{k})\\)-Intuitionistic Fuzzy Soft Boolean Near-Rings","year":2025,"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":"University of Phayao","keywords":"Mathematics; Fuzzy logic; Pure mathematics; Discrete mathematics; Computer science; 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":[0.001766933,0.00008664017,0.0003052751,0.00142258,0.0000937583,0.0003589072,0.0007416845,0.00004977159,0.0002050671],"category_scores_gemma":[0.000588121,0.00007063126,0.0002168611,0.00172569,0.0001252215,0.0002836654,0.00008750203,0.0001938831,0.00002938412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007434283,"about_ca_system_score_gemma":0.00009080851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006312326,"about_ca_topic_score_gemma":0.0002416138,"domain_scores_codex":[0.9979648,0.0000841865,0.0009506629,0.0002278577,0.0006603802,0.0001121081],"domain_scores_gemma":[0.9978951,0.0009081715,0.0003520077,0.0002041256,0.0005767986,0.0000638343],"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":[0.0002049706,0.0007272882,0.2656937,0.000008472159,0.001203352,0.00008656759,0.0008484304,0.01667739,0.0006883599,0.5703735,0.003923489,0.1395645],"study_design_scores_gemma":[0.0006915497,0.00002333401,0.2044677,0.00003891782,0.0001848282,0.00002074186,0.0006948448,0.00531988,0.000104178,0.7430121,0.04530957,0.0001322734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5741252,0.001138701,0.3723593,0.02568055,0.0005442777,0.0002702035,0.00005835457,0.00001609851,0.02580725],"genre_scores_gemma":[0.9974063,0.00008935164,0.0006324067,0.0006707472,0.00009718685,0.00001153133,0.000004119266,0.000002920035,0.001085463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423281,"threshold_uncertainty_score":0.3460951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971279778768715,"score_gpt":0.3786776891526245,"score_spread":0.3589648913649373,"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."}}