{"id":"W4242965739","doi":"10.1017/cbo9780511609909.001","title":"Preface","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Radio spectrum; Wireless; Telecommunications; Air interface; Frequency band; Computer science; Adaptability; Electronic engineering; Engineering; Bandwidth (computing)","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":[],"consensus_categories":[],"category_scores_codex":[0.0003704016,0.0009142834,0.0006307142,0.001645666,0.00146797,0.002936944,0.0009088473,0.001056085,0.3356957],"category_scores_gemma":[0.001705662,0.0002980488,0.0003990457,0.001283373,0.0006202071,0.0029207,0.001244458,0.002981145,0.2245496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444422,"about_ca_system_score_gemma":0.0008366789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869985,"about_ca_topic_score_gemma":0.002572187,"domain_scores_codex":[0.9997168,0.00002532607,0.00001371504,0.000063259,0.0001579167,0.00002297588],"domain_scores_gemma":[0.999284,0.0001500246,0.00002621964,0.00006473229,0.0003466117,0.0001284688],"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":[0.00001425737,0.00002502444,0.00004663083,0.00009576779,0.000001201512,0.00004355068,0.0001210508,0.00009409621,0.0002436047,0.01645979,0.9169691,0.06588589],"study_design_scores_gemma":[9.548924e-7,0.000005717395,0.00006580215,0.00005776381,5.276022e-7,0.00006663529,0.00002497175,0.00002389575,0.00003788749,0.001631517,0.9980826,0.000001696052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006639512,0.01371396,0.004216931,0.007682602,0.03295207,0.0001593394,0.001203366,0.0005676003,0.9388403],"genre_scores_gemma":[0.001775973,0.004644634,0.001085988,0.001389041,0.003615204,0.00004191579,0.0006627742,0.0002668725,0.9865175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3356957,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457533503783979,"score_gpt":0.2281037900894086,"score_spread":0.1935284550515688,"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."}}