{"id":"W4378436198","doi":"10.1515/9780228003120","title":"Frequencies","year":2020,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Cognitive Radio Networks and Spectrum Sensing","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009636467,0.0005543596,0.0006345336,0.0002298731,0.0005537623,0.0001768865,0.001562431,0.0004065071,0.00001053723],"category_scores_gemma":[0.000017277,0.0006473935,0.0003592177,0.00006826077,0.000190977,0.0003037225,0.001274621,0.0008781733,0.00003567497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005727443,"about_ca_system_score_gemma":0.0002564362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002631854,"about_ca_topic_score_gemma":7.411813e-7,"domain_scores_codex":[0.9974149,0.0001518042,0.000256645,0.001073364,0.0005270872,0.000576217],"domain_scores_gemma":[0.9981633,0.0001820675,0.0002847958,0.0008337498,0.0001996295,0.0003364531],"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":[0.00001835301,0.00001006787,4.872123e-7,0.00005220804,0.0001542747,0.00148335,0.000158107,0.0000206289,0.000009819109,0.9514858,0.03955737,0.007049512],"study_design_scores_gemma":[0.0003943979,0.00009138921,0.00000481404,0.00018582,0.0001005629,0.00001381743,0.00001487441,0.001239664,0.0002254563,0.002594499,0.9944187,0.0007160454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.140033e-7,0.000005568453,0.01720711,0.0005067402,0.0004147542,0.0003454159,0.0001243123,0.0006605859,0.9807346],"genre_scores_gemma":[0.000679948,0.0001330964,0.003309812,0.0006109057,0.0003216714,5.935457e-7,0.00003132115,0.00005415415,0.9948585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9548613,"threshold_uncertainty_score":0.9995977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636285696471828,"score_gpt":0.1950081119338736,"score_spread":0.1786452549691553,"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."}}