{"id":"W4249456371","doi":"10.1002/bltj.20239","title":"Design and development of a terrestrial digital video broadcast demodulation core: An international collaborative effort","year":2007,"lang":"en","type":"article","venue":"Bell Labs Technical Journal","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"Xilinx","keywords":"Digital television; Engineering; Telecommunications; Demodulation; USB; Digital Video Broadcasting; Digital audio broadcasting; Embedded system; Computer science; Computer hardware; Multimedia; Operating system; Software","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":[],"consensus_categories":[],"category_scores_codex":[0.0005860729,0.0001386992,0.0001757962,0.0001722194,0.00009693734,0.00006477987,0.000320958,0.0001179261,0.00001181224],"category_scores_gemma":[0.00007711344,0.0001350547,0.00002429877,0.0001819766,0.0000938966,0.0005767759,0.00008704459,0.0003100965,0.000001957425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680812,"about_ca_system_score_gemma":0.00007717837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.763275e-7,"about_ca_topic_score_gemma":0.000003822435,"domain_scores_codex":[0.9988171,0.00001714428,0.0006082166,0.0001193241,0.0002685304,0.0001696415],"domain_scores_gemma":[0.9992579,0.0001312064,0.0001632036,0.000189111,0.0001347515,0.0001238667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004264699,0.0002017461,0.003597478,0.0000150619,0.00010765,0.00002113729,0.0006667826,0.009553115,0.1573585,0.0007360971,0.0002663507,0.8270497],"study_design_scores_gemma":[0.00625634,0.001229334,0.07671843,0.0006856114,0.00006684976,0.001249492,0.0006017812,0.06302343,0.7476377,0.0104546,0.09000959,0.002066857],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1799742,0.000106273,0.8189663,0.00001506469,0.000086454,0.0002041579,0.000003459475,0.0002153968,0.0004286683],"genre_scores_gemma":[0.6814171,0.00009243673,0.318393,0.00000587953,0.000052068,0.000006172581,0.00001170366,0.00001804635,0.000003600318],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8249828,"threshold_uncertainty_score":0.5507373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812026562341364,"score_gpt":0.2985106312417889,"score_spread":0.2703903656183753,"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."}}