{"id":"W1558590994","doi":"10.1002/dac.2597","title":"A novel MAC protocol for IDMA‐based multi‐beam satellite communication systems","year":2013,"lang":"en","type":"article","venue":"International Journal of Communication Systems","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Aloha; Network packet; Throughput; Power control; Computer network; Time division multiple access; Interference (communication); Random access; Real-time computing; Protocol (science); Channel (broadcasting); Power (physics); 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":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.003183513,0.000281253,0.0004813277,0.0006761342,0.0003190353,0.001870496,0.01141458,0.0001858967,0.00001694748],"category_scores_gemma":[0.000357212,0.000253598,0.0002562145,0.0005034743,0.0001679488,0.002026052,0.0009239662,0.0006433105,0.00007403513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004997461,"about_ca_system_score_gemma":0.0004191415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003781454,"about_ca_topic_score_gemma":0.00001300777,"domain_scores_codex":[0.9949402,0.001003828,0.001993562,0.0002725424,0.001434004,0.00035593],"domain_scores_gemma":[0.9855258,0.001809958,0.002374435,0.003013874,0.00705122,0.0002247528],"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":[0.0008298193,0.006089084,0.004699433,0.0004338955,0.002098046,0.00001044298,0.004016364,0.4036741,0.01964344,0.4321466,0.0393287,0.08703008],"study_design_scores_gemma":[0.004014916,0.0001187703,0.002086519,0.001088592,0.000009461041,0.0001098521,0.0002669958,0.8283223,0.0003872788,0.000274039,0.1630199,0.0003013396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002627334,0.001798749,0.9420412,0.005313737,0.000651172,0.04844509,0.00001618273,0.0001328101,0.001338282],"genre_scores_gemma":[0.7569914,0.0003006845,0.1281612,0.0002484334,0.000241181,0.1134961,0.00005201133,0.00005732754,0.0004516689],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.81388,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09637306775004643,"score_gpt":0.3901802243683473,"score_spread":0.2938071566183008,"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."}}