{"id":"W2313169226","doi":"10.5121/csit.2014.4203","title":"A Distributed Agent Media Access Framework","year":2014,"lang":"en","type":"article","venue":"","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Distributed computing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002206327,0.0006928308,0.0008572445,0.001057984,0.002146817,0.003785799,0.00327355,0.001695798,0.005789694],"category_scores_gemma":[0.002931988,0.0005485479,0.001073589,0.0007217299,0.001265223,0.003476724,0.003630401,0.002029117,0.001724604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449397,"about_ca_system_score_gemma":0.002910153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006901171,"about_ca_topic_score_gemma":0.006854611,"domain_scores_codex":[0.9986187,0.0002834014,0.0001074704,0.000193319,0.000646111,0.0001510167],"domain_scores_gemma":[0.9988977,0.0003294619,0.00007160064,0.0001909758,0.0003013499,0.0002089386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000184923,0.0002664409,0.0005644043,0.0002962236,0.00009437506,0.0006562166,0.0006400545,0.07761042,0.008064039,0.7263228,0.01857269,0.1667275],"study_design_scores_gemma":[0.0001588135,0.000110274,0.0002064714,0.0001557286,0.00008847746,0.0005122703,0.0001387813,0.5188085,0.004982763,0.1501305,0.3246179,0.00008941306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002169097,0.0006026576,0.9791428,0.0005236901,0.0001587404,0.0002682335,0.00009070108,0.003200811,0.01384331],"genre_scores_gemma":[0.1057615,0.001153214,0.8730483,0.0003441922,0.0002233066,0.0007374058,0.0004073429,0.00040908,0.01791554],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006901171,"threshold_uncertainty_score":0.01936847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123260842272015,"score_gpt":0.2626138342352058,"score_spread":0.2413812258124856,"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."}}