{"id":"W1038397721","doi":"10.1017/cbo9780511841453.001","title":"Preface","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer network; Wireless WAN; Wireless broadband; Municipal wireless network; Wireless network; Wi-Fi array; Fixed wireless; Computer science; Telecommunications; Wi-Fi; Mobile broadband; Personal Communications Service; Broadband networks; Wireless; Broadband","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":[0.00003309749,0.0002507492,0.0002185265,0.0001393152,0.0001223854,0.00002785507,0.0007662678,0.0005537292,0.000005388465],"category_scores_gemma":[0.000006361762,0.0003060968,0.0001006643,0.00000580669,0.000181388,0.00004311818,0.0003478094,0.0009764179,0.00002576488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008484176,"about_ca_system_score_gemma":0.00002042585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001696216,"about_ca_topic_score_gemma":0.000002999092,"domain_scores_codex":[0.9994175,0.000004742688,0.0001100548,0.0001940559,0.00009037299,0.0001832023],"domain_scores_gemma":[0.9988813,0.00003684865,0.00005443245,0.0009174543,0.00005396768,0.00005602377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005986557,0.000004120915,6.861189e-7,0.00008960484,0.0001198049,0.00004690574,0.00001643842,0.00003640134,0.001235044,0.9507341,0.03583147,0.01187947],"study_design_scores_gemma":[0.0001129412,0.00001079956,0.000005015931,0.00006258604,0.00005486286,0.00001018806,0.000007957909,0.000213615,0.002470832,0.00001703294,0.9967164,0.0003177645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002898193,0.0002297515,0.0004683574,0.000008979083,0.0001877186,0.0001694938,0.0001172333,0.00191476,0.9966139],"genre_scores_gemma":[0.003191583,0.0003187445,0.002355477,0.000005159035,0.00004179536,6.768216e-7,0.00002731619,0.0000591123,0.9940001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9608849,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852255620056194,"score_gpt":0.1776369528506597,"score_spread":0.1591143966500978,"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."}}