{"id":"W4365129058","doi":"10.1109/mcas.2023.3239651","title":"An Interview with Professor Adel Sedra [Interview]","year":2023,"lang":"en","type":"article","venue":"IEEE Circuits and Systems Magazine","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Portrait; Position (finance); Float (project management); Orientation (vector space); Art; Humanities; Art history; Engineering; Mathematics; Geometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006321502,0.0002139753,0.0003750484,0.0001286643,0.000142102,0.0001854201,0.000235855,0.00004820256,0.0001070847],"category_scores_gemma":[0.000002933711,0.0001477562,0.00005616405,0.0005918237,0.00005510835,0.0001587169,0.00002834968,0.0002531075,0.0003700929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001539785,"about_ca_system_score_gemma":0.00005548943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007961367,"about_ca_topic_score_gemma":0.000006750226,"domain_scores_codex":[0.9981521,0.0002554232,0.0003128222,0.0004066903,0.0002902037,0.0005827048],"domain_scores_gemma":[0.9991726,0.00005903684,0.00007981571,0.0003282545,0.0001286146,0.0002317199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004483757,0.001084314,0.02754426,0.00224677,0.0006029096,0.0001590237,0.001730297,0.0001675938,0.086322,0.02027737,0.1367196,0.723101],"study_design_scores_gemma":[0.01802555,0.02500392,0.2441193,0.006242632,0.0007290162,0.0005330673,0.004248868,0.1505402,0.01122295,0.01430331,0.5175745,0.007456742],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678711,0.001267587,0.006711284,0.001527685,0.0004153835,0.001235425,0.00005554154,0.0002567641,0.02065927],"genre_scores_gemma":[0.9726493,0.00003772987,0.000004639282,0.00005760142,0.0004249249,0.0001620577,0.00004061548,0.0000341818,0.02658895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7156442,"threshold_uncertainty_score":0.6025323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04476030973782617,"score_gpt":0.2975936301708333,"score_spread":0.2528333204330072,"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."}}