{"id":"W2062854433","doi":"10.1108/compel-11-2012-0326","title":"Flexible test bed for the behavioural modelling of power amplifiers","year":2013,"lang":"en","type":"article","venue":"COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Digital signal processing; Computer science; MATLAB; Block (permutation group theory); Amplifier; Digital signal processor; Compiler; Electronic engineering; Computer hardware; Engineering; Telecommunications; 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":[0.0003623732,0.0008367395,0.0003854452,0.0004210944,0.0002191464,0.0006402703,0.001452402,0.0006779255,0.006477817],"category_scores_gemma":[0.001122929,0.0001754616,0.0004498533,0.0002198464,0.0003086122,0.0005505581,0.0004227037,0.000534514,0.001262567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000261931,"about_ca_system_score_gemma":0.0002959317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008341674,"about_ca_topic_score_gemma":0.0005401251,"domain_scores_codex":[0.9995615,0.00015041,0.00002862325,0.00006542492,0.0001464624,0.00004759015],"domain_scores_gemma":[0.9993936,0.0002426513,0.00005731463,0.0001699492,0.0001038909,0.00003256887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000773404,0.0008072974,0.005213077,0.00109146,0.0001576754,0.0009861982,0.0003554327,0.6723782,0.2126058,0.01561078,0.002889361,0.08713139],"study_design_scores_gemma":[0.00005511467,0.001186693,0.002058638,0.00005711154,0.0000540058,0.0002882602,0.000075709,0.8609322,0.1220095,0.003413102,0.009835834,0.00003384554],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3427305,0.0004070587,0.6389869,0.0001445265,0.00020633,0.0003323546,0.00109671,0.005591824,0.01050379],"genre_scores_gemma":[0.9576612,0.0001447238,0.03707261,0.00002600005,0.00001290744,0.0002677257,0.0005828653,0.0001527671,0.004079187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006477817,"threshold_uncertainty_score":0.0216704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693250062967088,"score_gpt":0.2562218031536217,"score_spread":0.2292893025239508,"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."}}