{"id":"W4367663466","doi":"10.1109/tcsii.2023.3271745","title":"An FLL Providing Real-Time Frequency Calibration for OOK Power Oscillator Transmitters","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits & Systems II Express Briefs","topic":"Advancements in PLL and VCO Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Transmitter; Frequency modulation; Voltage-controlled oscillator; Frequency drift; Local oscillator; Frequency deviation; Modulation (music); Power (physics); Electronic engineering; Physics; Detector; Interference (communication); Electrical engineering; Radio frequency; Computer science; Acoustics; Optics; Automatic frequency control; Telecommunications; Engineering; Voltage","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":[0.0001982068,0.0003544256,0.0003795463,0.0003449135,0.0004993536,0.0001086683,0.000351674,0.000258718,0.00003339766],"category_scores_gemma":[0.000006076549,0.0003713793,0.0001383203,0.0004555658,0.00006810563,0.0007994408,0.000001458231,0.0002208572,0.00004191173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036503,"about_ca_system_score_gemma":0.00004041846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005497085,"about_ca_topic_score_gemma":0.000006812919,"domain_scores_codex":[0.9980491,0.00004515607,0.000525179,0.0004995362,0.0003147902,0.0005662072],"domain_scores_gemma":[0.9990373,0.0001153602,0.00006958233,0.0005916954,0.00006339372,0.0001226913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001468017,0.0000834052,0.0000100423,0.0003858988,0.0001390495,0.000008845196,0.001666975,0.3045657,0.6834019,0.0004080638,0.002370249,0.006945217],"study_design_scores_gemma":[0.00355057,0.00156584,0.00008588478,0.001330135,0.0002590696,0.00005799226,0.003234628,0.4014624,0.5512697,0.0009941033,0.0331394,0.003050239],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09080355,0.00008112735,0.8992257,0.00006917353,0.002201935,0.001427487,0.000449228,0.005093305,0.0006484933],"genre_scores_gemma":[0.9970822,0.0001226123,0.0005294029,0.00002305791,0.000101796,0.00106918,0.00003363717,0.0001323729,0.0009057607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9062786,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690686990681852,"score_gpt":0.2425582731342636,"score_spread":0.2256514032274451,"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."}}