{"id":"W2023881549","doi":"10.1016/j.adhoc.2004.08.002","title":"The impact of MAC parameters on the performance of 802.15.4 PAN","year":2004,"lang":"en","type":"article","venue":"Ad Hoc Networks","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Network packet; Beacon; Computer network; Idle; Markov chain; Queue; Real-time computing; Throughput; Wireless; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005609912,0.0001574748,0.0001973753,0.00002304439,0.0002064185,0.00007517145,0.001213312,0.00007545706,0.000006376979],"category_scores_gemma":[0.00001298559,0.00007674014,0.0001789813,0.0004147141,0.0001632556,0.0001341927,0.0001517829,0.0002800497,0.000007522087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003923888,"about_ca_system_score_gemma":0.00007463726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003817774,"about_ca_topic_score_gemma":0.00001346277,"domain_scores_codex":[0.9987912,0.00009624365,0.0002956832,0.0002015271,0.0002416599,0.0003737109],"domain_scores_gemma":[0.9982783,0.0004820006,0.0002439626,0.0008831762,0.00005838529,0.00005421424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009426224,0.00005848936,0.001205995,0.000007675303,0.00006466443,0.000001816194,0.0002698718,0.7843176,0.00002360935,0.01044335,0.001787991,0.2017247],"study_design_scores_gemma":[0.001017488,0.002969262,0.04017254,0.0004876979,0.00001524849,0.00001204695,0.00003308041,0.9454734,0.001908262,0.005207977,0.00231611,0.0003868827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624134,0.00139158,0.03073548,0.0009532256,0.0003142334,0.00321687,0.000002352914,0.00005815625,0.0009147124],"genre_scores_gemma":[0.9982267,0.0005141542,0.0006917548,0.0001377617,0.00007241176,0.0003107029,7.609154e-7,0.0000103214,0.00003542561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2013378,"threshold_uncertainty_score":0.3129372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536054405690654,"score_gpt":0.2582830764607099,"score_spread":0.2429225324038034,"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."}}