{"id":"W4411866984","doi":"10.1109/mpel.2025.3562942","title":"Entering 2025 With the Students and Young Professionals Committee [Students and Young Professionals Rendezvous]","year":2025,"lang":"en","type":"article","venue":"IEEE Power Electronics Magazine","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Rendezvous; Young professional; Medical education; Psychology; Medicine; Engineering; Political science; Public relations","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":[0.001642716,0.0002042598,0.0002173761,0.00009360251,0.00128861,0.0003386457,0.0005091886,0.00008863279,0.0001477885],"category_scores_gemma":[0.00006022204,0.0001417514,0.00003263615,0.0003584443,0.0001713597,0.0002856186,0.000235633,0.000508704,0.00002110314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841005,"about_ca_system_score_gemma":0.000348048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290511,"about_ca_topic_score_gemma":0.0017122,"domain_scores_codex":[0.9975212,0.0004209686,0.0002657952,0.0003800688,0.0008707247,0.000541218],"domain_scores_gemma":[0.9991412,0.0001808274,0.0001534963,0.0002661238,0.0001429465,0.0001154539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004004379,0.002091681,0.5194067,0.0001404345,0.0009397648,0.00002324831,0.05534687,0.000006531407,0.001865626,0.02943379,0.3867783,0.003566593],"study_design_scores_gemma":[0.001949784,0.0002472955,0.377605,0.0004577714,0.0001892063,0.0000103467,0.01766005,0.00001211339,0.0002011158,0.001251045,0.5998936,0.0005227259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509032,0.003056502,0.0001933498,0.02469184,0.001726547,0.00104307,0.000006193733,0.000073646,0.01830566],"genre_scores_gemma":[0.912478,0.001029741,0.00007247034,0.001269395,0.0000805547,0.0001402076,0.000005103479,0.00001671145,0.08490785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2131153,"threshold_uncertainty_score":0.9911076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179171521765533,"score_gpt":0.381766939098093,"score_spread":0.3599752238804377,"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."}}