{"id":"W4412721711","doi":"10.1080/19466315.2025.2518901","title":"Dionne Price: An Esteemed Colleague, Inspirational Leader, Trailblazer Statistician and a Dear Friend","year":2025,"lang":"en","type":"article","venue":"Statistics in Biopharmaceutical Research","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Statistician; Psychology; Mathematics; Statistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004327011,0.000246757,0.0004013726,0.0007227812,0.0003709242,0.0001888434,0.0003512904,0.0001935985,0.0006294732],"category_scores_gemma":[0.02233505,0.0002385812,0.00002399656,0.001083691,0.00110752,0.0001108634,0.0001854533,0.00101269,0.00003477894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347604,"about_ca_system_score_gemma":0.0007649927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007276588,"about_ca_topic_score_gemma":0.0002393158,"domain_scores_codex":[0.9955087,0.001443501,0.0007074592,0.0006298554,0.0008775558,0.0008329583],"domain_scores_gemma":[0.983481,0.01507744,0.00007527539,0.0003617678,0.0006417104,0.0003628326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002286938,0.000503113,0.001761024,0.0003659333,0.00003697641,0.00005295857,0.0009211117,0.000002916077,0.000823477,0.956304,0.02203223,0.01696763],"study_design_scores_gemma":[0.002017744,0.0002499198,0.01852704,0.0001152639,0.00004385291,0.000008654429,0.00390661,0.008207644,0.001297903,0.9454175,0.01986055,0.0003473526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07981386,0.0008166324,0.8958865,0.004287343,0.001310388,0.002635482,0.002848451,0.0001927444,0.01220858],"genre_scores_gemma":[0.24293,0.0005576671,0.7498844,0.0006337597,0.0001453977,0.0003146594,0.0001472685,0.00005593076,0.005330883],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1631162,"threshold_uncertainty_score":0.9859002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5817046235605683,"score_gpt":0.6493763899806017,"score_spread":0.06767176642003336,"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."}}