{"id":"W1578560839","doi":"10.1002/cta.785","title":"RC models of a constant phase element","year":2011,"lang":"en","type":"article","venue":"International Journal of Circuit Theory and Applications","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Constant phase element; Resistor; Ripple; Capacitor; Integrator; Electrical impedance; Constant (computer programming); Realization (probability); Control theory (sociology); Computer science; Phase (matter); Electronic engineering; Bandwidth (computing); Mathematics; Engineering; Electrical engineering; Telecommunications; Physics; Control (management); 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":[],"consensus_categories":[],"category_scores_codex":[0.0003287462,0.00006354393,0.0001264292,0.00009430638,0.00001578306,0.000007791639,0.0002027026,0.00002276063,0.00005319568],"category_scores_gemma":[0.00001112017,0.00005861566,0.00004874921,0.00004046197,0.00005033073,0.0001610427,0.000009221437,0.00007369879,0.000002221878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003074333,"about_ca_system_score_gemma":0.00001841102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.06202e-7,"about_ca_topic_score_gemma":2.978011e-7,"domain_scores_codex":[0.9993262,0.00002694542,0.0003845246,0.00005090168,0.0001477523,0.00006364688],"domain_scores_gemma":[0.9993967,0.00009510534,0.0001683399,0.0000830616,0.0002076378,0.00004909766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004308443,0.0000706553,0.00001236691,0.00000766234,0.0001730596,0.000003797287,0.0003779803,0.001490829,0.01421242,0.9543534,0.0000175063,0.02923722],"study_design_scores_gemma":[0.001152409,0.00005518882,0.0000219266,0.00004665971,0.00003833838,0.0001282138,0.0002701829,0.001312935,0.00585503,0.9884184,0.00261867,0.00008202145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006094834,0.0006970078,0.9794222,0.000005129908,0.00009733676,0.0001226068,0.00002884932,0.00001522212,0.01351679],"genre_scores_gemma":[0.9993826,0.0001137486,0.0003253127,0.00002124448,0.00009903791,0.00002563946,0.000001204609,0.0000088848,0.00002236781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9932877,"threshold_uncertainty_score":0.2390277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283202452763114,"score_gpt":0.2618034921757028,"score_spread":0.2334832468993913,"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."}}