{"id":"W2790155098","doi":"10.5195/ie.2018.79","title":"Adapted from the October 2017 Convening Opening Address: CPED Beyond 10 Years","year":2018,"lang":"en","type":"article","venue":"Impacting Education Journal on Transforming Professional Practice","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"California State University, East Bay; San José State University","keywords":"Political science","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":[0.005110802,0.0009422317,0.0007859542,0.001251214,0.004782525,0.007145323,0.002242649,0.01069375,0.2816363],"category_scores_gemma":[0.03051607,0.0008151535,0.001181609,0.001291097,0.001577398,0.006676485,0.006071922,0.01667676,0.1655395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003920175,"about_ca_system_score_gemma":0.008014374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491836,"about_ca_topic_score_gemma":0.04015498,"domain_scores_codex":[0.9931526,0.001040938,0.0005334404,0.0006746648,0.002949974,0.001648281],"domain_scores_gemma":[0.9746442,0.004674267,0.0007868546,0.001000719,0.01266198,0.006231895],"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":[0.00001284754,0.00001382447,0.0000232379,0.00003217134,6.137025e-7,0.0000368816,0.00006715367,0.00001299226,0.00005909185,0.0006854902,0.9955841,0.003471688],"study_design_scores_gemma":[0.00001531894,0.00001436811,0.0005117174,0.00009551955,8.555836e-7,0.00003532795,0.0002570976,0.00001442029,0.00005118799,0.0004669882,0.9985222,0.00001498361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001417913,0.001750077,0.005123439,0.2167267,0.3164185,0.001837566,0.006416266,0.002413367,0.4478962],"genre_scores_gemma":[0.006746505,0.001312036,0.003446944,0.1065434,0.02920471,0.001511511,0.002068921,0.001206726,0.8479592],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2816363,"threshold_uncertainty_score":0.9421673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885825904965846,"score_gpt":0.4583489264970055,"score_spread":0.4194906674473471,"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."}}