{"id":"W2428764055","doi":"10.1109/mownet.2016.7496631","title":"Benefits of the IEEE 802.15.4's MAC layer acknowledgements in Ad-Hoc networks: An experimental analysis","year":2016,"lang":"en","type":"article","venue":"","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Computer network; Wireless ad hoc network; Physical layer; Bandwidth (computing); 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":[0.000345122,0.0001526707,0.0002423158,0.0001149556,0.00006597588,0.00006503861,0.001280459,0.00007453199,0.000479584],"category_scores_gemma":[0.000009142919,0.00008049102,0.0001427855,0.001126502,0.000046595,0.0005170882,0.0003601173,0.00006985596,0.00003659563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004946049,"about_ca_system_score_gemma":0.00002737148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001192761,"about_ca_topic_score_gemma":0.0005137487,"domain_scores_codex":[0.9985363,0.0001554965,0.0003247068,0.0003951343,0.0002669475,0.0003214368],"domain_scores_gemma":[0.9987248,0.0000872545,0.0001196689,0.000887422,0.00009888531,0.00008200952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002126165,0.001854239,0.2168509,0.0000297169,0.0007141058,0.000006604118,0.002551355,0.09647595,0.009640169,0.01222475,0.02048316,0.6389564],"study_design_scores_gemma":[0.004796332,0.001080857,0.3167079,0.0008485192,0.0001552331,0.000002757345,0.0001697194,0.4830723,0.1802264,0.0009403288,0.01048687,0.001512729],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7805171,0.00209579,0.2080938,0.0005538471,0.001301415,0.004916899,0.000005621494,0.0001481934,0.002367304],"genre_scores_gemma":[0.9963593,0.00004912963,0.001810159,0.0001806324,0.0001178854,0.0006030492,4.605254e-7,0.000009171099,0.0008702226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6374437,"threshold_uncertainty_score":0.5251109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751125512164856,"score_gpt":0.2875735789248989,"score_spread":0.2600623238032504,"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."}}