{"id":"W4408017227","doi":"10.1109/mpel.2024.3522537","title":"A Year of Impact: PELS S&amp;YP Committee in 2024 and Beyond [Students and Young Professionals Rendezvous]","year":2025,"lang":"en","type":"article","venue":"IEEE Power Electronics Magazine","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Rendezvous; Engineering; Aerospace engineering","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":[0.0003511558,0.0001683933,0.0004411802,0.0002070338,0.00004564826,0.000008120515,0.0001040374,0.0001645265,0.0001286943],"category_scores_gemma":[0.00006114488,0.0001331693,0.0000476286,0.0002867466,0.0001719061,0.00006862389,0.00005027677,0.0004692202,0.000006314238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609798,"about_ca_system_score_gemma":0.000243275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006097402,"about_ca_topic_score_gemma":0.0001342271,"domain_scores_codex":[0.9988593,0.00005747024,0.0003005682,0.0002624371,0.0001903398,0.0003298897],"domain_scores_gemma":[0.9994122,0.0001303862,0.00008966681,0.0002352683,0.00006363375,0.00006883837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00282513,0.001656361,0.8437175,0.0003326813,0.0006827508,0.00007611795,0.00205218,0.000009114206,0.04990028,0.004009315,0.08924896,0.005489679],"study_design_scores_gemma":[0.01993665,0.003677397,0.8328713,0.0009898002,0.0003544034,0.0004787755,0.0003673676,0.000149021,0.004385903,0.02018592,0.1158814,0.0007220478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719459,0.01680322,0.0002798031,0.001685806,0.0005395377,0.0004664815,0.0000140911,0.00001922932,0.008245929],"genre_scores_gemma":[0.9675389,0.003607465,0.0009484608,0.0008475183,0.00005202301,0.0000199225,0.000008852878,0.0000207396,0.02695615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04551438,"threshold_uncertainty_score":0.5430488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008657640828423088,"score_gpt":0.3871631758357655,"score_spread":0.3785055350073424,"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."}}