{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002380875,0.0001109746,0.0001378467,0.00009845818,0.00007933677,0.00008406876,0.0001847783,0.00003370302,0.000002684255],"category_scores_gemma":[0.0000759395,0.00007570015,0.00005129761,0.00008848764,0.00002148724,0.00009978262,0.00001708357,0.0002348575,3.372157e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008206093,"about_ca_system_score_gemma":0.00001770776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002785565,"about_ca_topic_score_gemma":8.752102e-7,"domain_scores_codex":[0.9992528,0.00000408454,0.0003026097,0.00007506543,0.0001323449,0.0002330903],"domain_scores_gemma":[0.9984958,0.001237768,0.00005891492,0.00004889306,0.0001219348,0.00003666947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001032997,0.00002890159,0.00002853244,0.00003432137,0.00008134638,2.247403e-7,0.0004133582,0.9602563,0.002087738,0.03109862,0.0001844076,0.005775927],"study_design_scores_gemma":[0.0003969585,0.00006526666,0.00005875311,0.00003057502,0.00001552967,0.00005975893,0.00006077113,0.947394,0.0006828168,0.05088612,0.0002635315,0.00008590136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03377566,0.001099658,0.9643361,0.0002164599,0.0001766147,0.0003441746,0.000002841698,0.00003005315,0.00001842943],"genre_scores_gemma":[0.9783683,0.0002858666,0.02116315,0.00002943074,0.0000452663,0.0000572463,0.000002481075,0.00002228136,0.00002595116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9445927,"threshold_uncertainty_score":0.3086962,"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."}}