{"id":"W4417459700","doi":"10.1145/3775061","title":"In Memoriam: Professor Soon Ae Chun","year":2025,"lang":"en","type":"article","venue":"Digital Government Research and Practice","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institute on Governance","funders":"","keywords":"","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":[0.006430692,0.001582055,0.002822048,0.001503909,0.005622209,0.00918033,0.003410819,0.01681081,0.02740861],"category_scores_gemma":[0.0752849,0.0007125048,0.001630223,0.0009885535,0.003969661,0.005172337,0.006599953,0.04383348,0.02423629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007556085,"about_ca_system_score_gemma":0.01055216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005229707,"about_ca_topic_score_gemma":0.009632383,"domain_scores_codex":[0.9958294,0.0006980959,0.0004201159,0.0006369439,0.001785207,0.0006301858],"domain_scores_gemma":[0.9664423,0.009993342,0.002487409,0.001326177,0.01244782,0.007302922],"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":[0.000007864749,0.000006007898,0.00008060857,0.00002481689,0.000005731295,0.0001206762,0.00004414706,0.00001010404,0.0000102926,0.0004612618,0.997467,0.001761411],"study_design_scores_gemma":[0.00002471515,0.00001700941,0.0005627793,0.0002463633,0.00002462241,0.0004552435,0.0005812375,0.00008079817,0.00007705243,0.001461557,0.9964445,0.00002414143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001521528,0.001940696,0.00009406116,0.5722285,0.4235273,0.00001632998,0.00009586011,0.00003195524,0.001913167],"genre_scores_gemma":[0.003732557,0.003483897,0.0002238708,0.5371609,0.3990962,0.0001164749,0.0001226409,0.00007756929,0.05598599],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02740861,"threshold_uncertainty_score":0.0916909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0685573976578134,"score_gpt":0.4484396521961372,"score_spread":0.3798822545383238,"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."}}