{"id":"W2134094981","doi":"10.1109/vtcf.2006.546","title":"Performance of Cooperative Ad-Hoc Networks in Rayleigh Fading Channels","year":2006,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Conference","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer network; Relay; Throughput; Wireless ad hoc network; Rayleigh fading; Computer science; Cooperative diversity; Fading; Node (physics); Diversity gain; Channel (broadcasting); Blocking (statistics); Transmission (telecommunications); Mobile ad hoc network; Wireless; Telecommunications; Network packet; Engineering","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":[0.0003253925,0.0002103879,0.0003504035,0.0004485074,0.0001553445,0.00005556351,0.00151821,0.0002410769,0.00001516932],"category_scores_gemma":[0.00002912849,0.000205341,0.0000455097,0.001716327,0.000276333,0.0003299582,0.0003400697,0.0004846271,0.0000147003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000593909,"about_ca_system_score_gemma":0.00009570723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005109479,"about_ca_topic_score_gemma":0.00007797601,"domain_scores_codex":[0.9984757,0.0001191116,0.0004417816,0.0004240733,0.0001560092,0.0003833806],"domain_scores_gemma":[0.9985436,0.00007419447,0.0001592851,0.0008498841,0.0003397169,0.00003333519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005163294,0.0005246,0.0351331,0.00005997208,0.00007785902,0.00009236121,0.001174566,0.2162073,0.1064817,0.3475908,0.000537943,0.2920681],"study_design_scores_gemma":[0.0005865945,0.0001838284,0.002492087,0.0002233303,0.000004429479,0.00001912487,0.00003115658,0.9457054,0.04791389,0.0007260107,0.001789737,0.0003244784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8167815,0.002740116,0.1780323,0.0008967036,0.0002453612,0.0002589207,6.489432e-7,0.0002417691,0.0008026346],"genre_scores_gemma":[0.9936674,0.002311719,0.003728674,0.00007193836,0.00002276379,0.00006111006,0.000003145303,0.00001010874,0.0001231163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.729498,"threshold_uncertainty_score":0.8373564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115320317351501,"score_gpt":0.2425421695322359,"score_spread":0.2213889663587209,"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."}}