{"id":"W4408975237","doi":"10.21428/3e88f64f.27c41425","title":"Editors' Note: March 2025","year":2025,"lang":"en","type":"article","venue":"Reviews in Digital Humanities","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Lethbridge","funders":"","keywords":"History","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":[0.000118078,0.0001241699,0.0003623372,0.000129189,0.00004306237,0.00008383904,0.0001010512,0.00003368978,0.0002681272],"category_scores_gemma":[0.0001112183,0.00009923881,0.0001295168,0.0001509977,0.00006773636,0.0002235269,0.0001061152,0.0001778243,0.0001616702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195001,"about_ca_system_score_gemma":0.00005451541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004426635,"about_ca_topic_score_gemma":0.00002642352,"domain_scores_codex":[0.9991887,0.00001522318,0.0003485291,0.0001528507,0.0001229646,0.0001717538],"domain_scores_gemma":[0.999584,0.00007436101,0.00003457497,0.0002494256,0.00002931676,0.00002838866],"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":[0.00009465059,0.0003699289,0.008165829,0.002329874,0.00003550435,0.0001371768,0.0003145337,2.621483e-7,0.00003711861,0.02564357,0.7701675,0.1927041],"study_design_scores_gemma":[0.0003203017,0.00006792396,0.001659577,0.001241967,0.00002374959,0.000008404605,0.0001037051,0.000002995058,0.00003091262,0.0008969802,0.9955584,0.00008502128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03241868,0.08833604,0.00007363602,0.00300998,0.002950174,0.001396744,0.00004756732,0.00009576522,0.8716714],"genre_scores_gemma":[0.7252695,0.02268556,0.0004068693,0.0214497,0.007972173,0.0004547235,0.0004046302,0.00006573504,0.2212911],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6928508,"threshold_uncertainty_score":0.4046841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101847396306248,"score_gpt":0.3322014356381475,"score_spread":0.2911829616750851,"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."}}