{"id":"W2001313361","doi":"10.1002/wcm.118","title":"Medium access control protocols for wireless mobile ad hoc networks: issues and approaches","year":2003,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Manitoba","funders":"","keywords":"Computer science; Computer network; Wireless ad hoc network; Ad hoc wireless distribution service; Access control; Mobile ad hoc network; Multiple Access with Collision Avoidance for Wireless; Throughput; Node (physics); Optimized Link State Routing Protocol; Vehicular ad hoc network; Media access control; Wireless; Wireless network; Routing protocol; Distributed computing; Routing (electronic design automation); Telecommunications; Network packet","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001308454,0.0003828126,0.0006043845,0.0001128207,0.001111535,0.0008880463,0.002602335,0.000193027,0.00000308733],"category_scores_gemma":[0.00003331883,0.0003743016,0.00009759256,0.0004684451,0.0003964356,0.0006356213,0.001487438,0.0004124412,0.00000134246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004703158,"about_ca_system_score_gemma":0.0001025498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102529,"about_ca_topic_score_gemma":0.0000326918,"domain_scores_codex":[0.9972076,0.0004813753,0.0006701433,0.000777976,0.0002190583,0.0006438805],"domain_scores_gemma":[0.9954565,0.001270122,0.0003871708,0.002434388,0.0002184006,0.0002333811],"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":[0.00002149977,0.0003751605,0.001964672,0.0001748154,0.00009740133,0.000001696814,0.001550076,0.008995199,0.00009407975,0.04815868,0.0004136914,0.938153],"study_design_scores_gemma":[0.001440305,0.0002694849,0.0003586654,0.000218658,0.00002477818,0.00002885575,0.0002863583,0.913205,0.0001304559,0.0006227572,0.08295044,0.0004641973],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02642906,0.02865475,0.9229832,0.0004186318,0.0001765908,0.02064004,0.00001027579,0.0003787262,0.0003087039],"genre_scores_gemma":[0.9251094,0.003143296,0.04239788,0.0002011939,0.000097687,0.0289318,0.00001948782,0.00004750779,0.0000517464],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9376888,"threshold_uncertainty_score":0.9998709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0528242933603785,"score_gpt":0.3224609913375375,"score_spread":0.2696366979771591,"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."}}