{"id":"W1556633637","doi":"10.1007/b118116","title":"Broadband Wireless Access","year":2002,"lang":"en","type":"book","venue":"Kluwer Academic Publishers eBooks","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Federation for the Humanities and Social Sciences","keywords":"Wireless broadband; Broadband; Telecommunications; Wireless; Computer science; Computer network; Wireless network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008839431,0.001062367,0.001140594,0.0006077374,0.0002525451,0.004491843,0.01111432,0.00281828,0.0002756589],"category_scores_gemma":[0.00004096231,0.00102497,0.0004453184,0.0002748888,0.0003036674,0.004213455,0.002599672,0.004974328,0.0002618791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813374,"about_ca_system_score_gemma":0.0009681889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001845536,"about_ca_topic_score_gemma":0.000004374069,"domain_scores_codex":[0.9939284,0.0001838279,0.001158247,0.00186698,0.001433293,0.001429303],"domain_scores_gemma":[0.9957294,0.0002933789,0.0008911143,0.002140863,0.000277228,0.000667966],"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":[0.000007471803,0.0000109126,0.0000263457,0.00009945306,0.00008496894,0.00005211312,0.0002308596,0.00001194701,0.000003965662,0.0184271,0.8494813,0.1315636],"study_design_scores_gemma":[0.0006603726,0.00005369628,0.00001638314,0.0005628053,0.00003715777,0.00005407659,0.000002405362,0.003142532,0.00003824641,0.03573968,0.9584898,0.001202897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008416177,0.0008322058,0.01598858,0.0006745133,0.002044653,0.005301686,0.00001922238,0.0009502904,0.9741804],"genre_scores_gemma":[0.0002610521,0.00004965705,0.0005005274,0.003133933,0.002435728,0.002485116,0.00004539955,0.0001759245,0.9909127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1303607,"threshold_uncertainty_score":0.9992201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824593251865972,"score_gpt":0.2766191519220703,"score_spread":0.2383732194034106,"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."}}