{"id":"W633543918","doi":"","title":"2004 IEEE International Symposium on Circuits and Systems : proceedings : May 23-26, 2004 Sheraton Vancouver Wall Centre Hotel Vancuver, British Columbia, Canada","year":2004,"lang":"en","type":"book","venue":"IEEE Operations Center eBooks","topic":"Advanced Research in Systems and Signal Processing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Telecommunications; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002950097,0.001308177,0.0008622326,0.001086923,0.001037802,0.002782451,0.001192547,0.001067532,0.2702192],"category_scores_gemma":[0.0005770829,0.0003932639,0.000340889,0.001323926,0.0003166847,0.0008973919,0.0005358193,0.001285263,0.1567174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767287,"about_ca_system_score_gemma":0.002441185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0408941,"about_ca_topic_score_gemma":0.197675,"domain_scores_codex":[0.9997395,0.00001376857,0.000006739844,0.00003111595,0.0001660213,0.00004288706],"domain_scores_gemma":[0.9992473,0.00004139701,0.00001063423,0.00004109868,0.0005733919,0.00008613835],"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":[0.00005586058,0.00004724491,0.0001236629,0.0001134286,0.00001139409,0.00004483215,0.00003433979,0.0006885219,0.002555366,0.00153726,0.8141019,0.1806862],"study_design_scores_gemma":[0.00001350796,0.00004187749,0.0006267359,0.00008404748,0.00002983445,0.0001417689,0.00005861051,0.002459381,0.001268624,0.001034197,0.9942279,0.00001352916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005814698,0.01894594,0.0434203,0.003451358,0.01485398,0.0002801561,0.002512536,0.005866116,0.904855],"genre_scores_gemma":[0.002944993,0.00322818,0.002391378,0.0001455493,0.0001795398,0.00001858307,0.0007383213,0.000156674,0.9901967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2702192,"threshold_uncertainty_score":0.9039733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110322724004748,"score_gpt":0.2130553665157791,"score_spread":0.2020230941153043,"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."}}