{"id":"W1521284356","doi":"10.1002/9780470747759.ch6","title":"AIMD in Wireless Internet","year":2009,"lang":"en","type":"other","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Victoria","funders":"","keywords":"The Internet; Wireless; Computer science; Computer network; Internet privacy; Telecommunications; World Wide Web","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001079689,0.0002793651,0.0004045938,0.001054014,0.00001433965,0.0002358628,0.0003305044,0.0002315707,0.005322007],"category_scores_gemma":[0.00001232379,0.0002390978,0.00009285688,0.0006485725,0.0000221485,0.0002317992,0.00008604654,0.0001827432,0.001365883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001486057,"about_ca_system_score_gemma":0.00001261165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159395,"about_ca_topic_score_gemma":0.004867862,"domain_scores_codex":[0.9989374,0.000002818842,0.0002386024,0.0003825813,0.000191102,0.0002475396],"domain_scores_gemma":[0.9995136,0.000003952367,0.0001966987,0.0002352846,0.00004425713,0.000006174451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006198767,0.00009758459,0.001474535,0.0003269728,0.00003643114,0.00002367859,0.000004574541,0.00004441699,0.000002665229,0.008557082,0.9363229,0.05310299],"study_design_scores_gemma":[0.0004023924,0.000001736305,0.0001708891,0.0009148797,0.00009236544,5.464688e-7,0.00002617337,0.03631792,0.000002040347,0.001609103,0.9598413,0.0006206903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001968998,0.0003329249,0.002467032,0.0005184686,0.0001687641,0.00008611891,7.816235e-7,0.0004566596,0.9957724],"genre_scores_gemma":[0.1119223,0.00007550688,0.0001140318,0.002546675,0.001616437,0.000009888229,0.00008943614,0.0002914733,0.8833342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1124381,"threshold_uncertainty_score":0.9994116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219991369230054,"score_gpt":0.2105846323887677,"score_spread":0.1983847186964671,"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."}}