{"id":"W4416680400","doi":"10.18280/mmep.121002","title":"A New Multi-Agent Access Mechanism Based on the Fairness Principle","year":2025,"lang":"","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Access Control and Trust","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mechanism (biology); Key (lock); Focus (optics); Perspective (graphical); Set (abstract data type); Work (physics)","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":[0.005296496,0.0005019091,0.001608333,0.001105632,0.00180811,0.003903993,0.003698383,0.002772435,0.003592124],"category_scores_gemma":[0.008841971,0.000463683,0.001081496,0.001054183,0.002201497,0.007151187,0.003329261,0.002742763,0.0006322977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420557,"about_ca_system_score_gemma":0.002523842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081554,"about_ca_topic_score_gemma":0.0007799672,"domain_scores_codex":[0.995854,0.001382662,0.0002855599,0.000700788,0.001394496,0.0003824461],"domain_scores_gemma":[0.9954477,0.001870655,0.0004216524,0.0009371706,0.000828837,0.0004939343],"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":[0.0002144096,0.0001598916,0.0003900811,0.0001204441,0.00007631243,0.000193944,0.0003265332,0.03499968,0.008279138,0.9143827,0.002287239,0.03856963],"study_design_scores_gemma":[0.0001344221,0.0002103394,0.0002574145,0.00003986189,0.00007075814,0.0004358981,0.00005763337,0.6471293,0.003718474,0.3320743,0.01578296,0.00008864697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01098934,0.0002303419,0.9837392,0.0004997192,0.0002370622,0.00009369678,0.00002945124,0.0002006659,0.003980415],"genre_scores_gemma":[0.4681817,0.0004013333,0.5159952,0.0003461232,0.0004090639,0.0003737933,0.00005849818,0.00009486892,0.01413944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005296496,"threshold_uncertainty_score":0.0280109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167999416794119,"score_gpt":0.2893109107175366,"score_spread":0.2376309165495954,"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."}}