{"id":"W2160914654","doi":"10.1109/tmtt.2007.897706","title":"Physical Interpretation and Implications of Similarity Transformations in Coupled Resonator Filter Design","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Similarity (geometry); Resonator; Band-pass filter; Filter (signal processing); Topology (electrical circuits); Basis (linear algebra); Transformation (genetics); Prototype filter; Computer science; Electronic engineering; Microwave; Representation (politics); Matrix (chemical analysis); Mathematics; Algorithm; Filter design; Engineering; Electrical engineering; Artificial intelligence; Telecommunications; Materials science; Combinatorics","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":[0.0005579994,0.0001362945,0.000161304,0.0002405327,0.00005064153,0.00001235018,0.00005383621,0.00008757955,0.000006536734],"category_scores_gemma":[0.000005232946,0.0001390199,0.0000414162,0.0001565747,0.00008552742,0.0001217552,7.351986e-7,0.0002085652,6.671072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003195522,"about_ca_system_score_gemma":0.000006624431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004095319,"about_ca_topic_score_gemma":0.00001729206,"domain_scores_codex":[0.9994003,0.000044123,0.0002441184,0.0001234633,0.00004468336,0.0001433597],"domain_scores_gemma":[0.9994454,0.0003373376,0.00002026793,0.0001236914,0.00002824788,0.00004501356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009500309,0.00007278626,0.000005334671,0.00008625004,0.00002805595,8.200769e-7,0.001992989,0.001991946,0.9468482,0.002755429,0.00002030418,0.04610284],"study_design_scores_gemma":[0.0001553947,0.00007011773,0.0001445077,0.00007810591,0.00002358103,0.00001233331,0.00007319916,0.006562993,0.9829899,0.009702271,0.00004607525,0.0001415214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2777445,0.00009201543,0.7215173,0.00001725397,0.00002079823,0.0001850545,0.0000214582,0.0001571114,0.0002445302],"genre_scores_gemma":[0.9917555,0.000198815,0.007946025,0.00002398728,0.000009181566,0.00003067834,0.000002821354,0.00001999214,0.00001297724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7140111,"threshold_uncertainty_score":0.5669066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009408506326428943,"score_gpt":0.2403194091775356,"score_spread":0.2309109028511067,"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."}}