{"id":"W83485855","doi":"10.1007/978-3-662-05592-2_30","title":"Media Access Control for Ad Hoc Networks with Adaptive Antenna Arrays","year":2004,"lang":"en","type":"book-chapter","venue":"Signals and communication technology","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Wireless ad hoc network; Computer network; Computer science; Adaptive quality of service multi-hop routing; Mobile ad hoc network; Vehicular ad hoc network; Ad hoc wireless distribution service; Optimized Link State Routing Protocol; Distributed 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003405793,0.0004194654,0.000686231,0.0003029665,0.0003148876,0.000160289,0.003415865,0.000866026,0.00003093024],"category_scores_gemma":[0.00002040356,0.0003709013,0.00009449907,0.000178778,0.0006204929,0.0003546175,0.0009293166,0.0008647623,0.000005919236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008470148,"about_ca_system_score_gemma":0.0001614035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004270294,"about_ca_topic_score_gemma":0.0001229273,"domain_scores_codex":[0.9982404,0.00004342984,0.0004488429,0.0006449443,0.0001896959,0.0004327314],"domain_scores_gemma":[0.996105,0.0005456501,0.0006185259,0.002252757,0.0003851063,0.00009299623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006048241,0.00002026444,0.00000278725,0.00001057391,0.0001240197,0.000004392298,0.00005575828,0.0006050473,0.000009113912,0.8424405,0.0001897581,0.1564773],"study_design_scores_gemma":[0.002543455,0.0009911351,0.00001851721,0.0008602455,0.0001381245,0.00006035097,0.00004542737,0.07756289,0.00004804687,0.877539,0.0392828,0.0009099594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000004039152,0.04090412,0.9452837,0.003207119,0.00007543952,0.001165793,0.00002111591,0.0004403208,0.008898393],"genre_scores_gemma":[0.7530236,0.06359278,0.1707867,0.002447646,0.0002232576,0.002164053,0.0001848017,0.0002523954,0.007324771],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.774497,"threshold_uncertainty_score":0.9998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957869637832764,"score_gpt":0.2381460927838535,"score_spread":0.2185673964055259,"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."}}