{"id":"W2490243937","doi":"10.1142/9789812837172_0014","title":"COOPERATIVE DIVERSITY SYSTEMS FOR WIRELESS COMMUNICATION","year":2010,"lang":"en","type":"book-chapter","venue":"Series on coding theory and cryptology","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Diversity (politics); Wireless; Computer science; Cooperative diversity; Telecommunications; Computer network; Wireless network; Sociology; Anthropology","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0009542365,0.0002895942,0.0004371639,0.0001116954,0.001718191,0.0001578867,0.001178362,0.0003762546,0.0000462805],"category_scores_gemma":[0.00008342136,0.0002772449,0.00007385975,0.00003788649,0.0005161567,0.0002446876,0.001472068,0.0006289328,0.00001436041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003971438,"about_ca_system_score_gemma":0.0000513625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001282427,"about_ca_topic_score_gemma":0.00003967266,"domain_scores_codex":[0.9986583,0.0003515074,0.0002604717,0.0004227784,0.0001039146,0.0002030178],"domain_scores_gemma":[0.9970351,0.001345187,0.0002297902,0.001028741,0.0002852079,0.00007600665],"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":[0.0001017548,0.00001094867,0.000002590762,0.00002593751,0.00005615309,0.000001751314,0.0009039625,0.000004184919,0.00007907885,0.9893944,0.0003687368,0.009050535],"study_design_scores_gemma":[0.0007988573,0.0006090608,0.0000181464,0.0004178355,0.0000645141,0.00007006797,0.0001971986,0.001638791,0.0003714561,0.5331229,0.4618361,0.0008550633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001319325,0.008957799,0.5689201,0.004201873,0.00249305,0.00203389,0.00009929726,0.0006228268,0.4113519],"genre_scores_gemma":[0.664046,0.06042967,0.007020897,0.003043889,0.0004585989,0.0002831243,0.000263618,0.0001364576,0.2643178],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6627266,"threshold_uncertainty_score":0.999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03399693111633113,"score_gpt":0.2591204972538753,"score_spread":0.2251235661375442,"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."}}