{"id":"W2104919294","doi":"10.1109/mcom.2008.4623700","title":"Book reviews (3 books reviewed)","year":2008,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; WiMAX; Zhàng; Implementation; Cryptography; Wireless; Wireless network; Computer network; Telecommunications; Computer security; Software engineering; China; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004717651,0.001313429,0.001540408,0.004566671,0.001181232,0.006294619,0.001453765,0.001553038,0.4217659],"category_scores_gemma":[0.003114942,0.0006949006,0.0008781244,0.006702539,0.0004423974,0.003593673,0.001675675,0.002187262,0.4695497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115567,"about_ca_system_score_gemma":0.001850497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377114,"about_ca_topic_score_gemma":0.005233248,"domain_scores_codex":[0.9989128,0.00006091939,0.00005550959,0.0001651427,0.0007382803,0.00006731276],"domain_scores_gemma":[0.9980823,0.0002387634,0.0001051472,0.0001042518,0.001218326,0.0002511493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001066523,0.00002362139,0.00003507442,0.0003892319,0.000003918239,0.00004030193,0.00003177858,0.00005578011,0.0002077213,0.001161493,0.9016593,0.09638118],"study_design_scores_gemma":[0.000002383799,0.000009203543,0.0001080028,0.0002816632,0.000003014347,0.00009619349,0.00002428951,0.00001614458,0.00003762191,0.0003367295,0.9990797,0.000005091888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008455488,0.2467678,0.002367906,0.007833736,0.0456048,0.0002133671,0.004101939,0.001813012,0.6904519],"genre_scores_gemma":[0.001439697,0.06198469,0.001906051,0.004183376,0.006165762,0.00009056845,0.002775759,0.0005089285,0.9209452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4217659,"threshold_uncertainty_score":0.8247808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101154118357375,"score_gpt":0.2724126039030738,"score_spread":0.2314010627195001,"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."}}