{"id":"W4390100035","doi":"10.1109/mpel.2023.3325955","title":"IEEE PELS Students and Young Professionals Symposium 2023 Overview [Students and Young Professionals Rendezvous]","year":2023,"lang":"en","type":"article","venue":"IEEE Power Electronics Magazine","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Portrait; Float (project management); Orientation (vector space); Position (finance); Computer science; Art history; Art; Mathematics; Engineering; Geometry; Business","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":[0.002511072,0.001120374,0.0005773206,0.001903991,0.001351049,0.004169526,0.001406421,0.002330877,0.2447575],"category_scores_gemma":[0.001881287,0.0004772421,0.0006501891,0.001786728,0.0003095796,0.003102236,0.002889388,0.001944743,0.2367328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009999312,"about_ca_system_score_gemma":0.002967422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005734647,"about_ca_topic_score_gemma":0.01285761,"domain_scores_codex":[0.9990834,0.0001361889,0.00005584938,0.0001174512,0.0004159958,0.0001911364],"domain_scores_gemma":[0.9979872,0.00008359202,0.00003955199,0.0001283096,0.0009869279,0.0007744735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000691099,0.00007957171,0.0003586228,0.0001538188,0.000006185517,0.00006912558,0.00007177683,0.000138222,0.0009450029,0.002139887,0.8216184,0.1743503],"study_design_scores_gemma":[0.000006727887,0.00003411598,0.0003536443,0.00008881723,0.000005364268,0.00004863548,0.00008511164,0.0001763482,0.0002971351,0.000542375,0.9983544,0.00000744306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00562775,0.0260831,0.03500363,0.02482722,0.03122828,0.0007380692,0.004935496,0.01213954,0.859417],"genre_scores_gemma":[0.009155267,0.01301794,0.007357088,0.002781492,0.003136162,0.0002818955,0.007062086,0.001441072,0.955767],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2447575,"threshold_uncertainty_score":0.8187955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788806275288811,"score_gpt":0.3179619989976095,"score_spread":0.3000739362447213,"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."}}