{"id":"W4415165130","doi":"10.3998/wsfh.8905","title":"Letter from the Editors","year":2025,"lang":"en","type":"article","venue":"The Journal of the Western Society for French History","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","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":[0.0022557,0.0009206986,0.001287421,0.0009530145,0.00382698,0.005350052,0.001453495,0.01901099,0.02179611],"category_scores_gemma":[0.02643543,0.0006287394,0.001057589,0.0005504091,0.00150783,0.002622157,0.001570975,0.01809803,0.01858265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237351,"about_ca_system_score_gemma":0.00420706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003828206,"about_ca_topic_score_gemma":0.004777628,"domain_scores_codex":[0.9976019,0.0004609306,0.0001931907,0.0004954159,0.000830595,0.0004180786],"domain_scores_gemma":[0.992569,0.002372697,0.000386527,0.0003570802,0.002864979,0.001449668],"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":[0.00002244676,0.000005954929,0.00007192979,0.00002100419,0.000004374767,0.0001657935,0.00003265661,0.000008293264,0.00003148145,0.0004569226,0.9972845,0.001894683],"study_design_scores_gemma":[0.00002107506,0.00001371422,0.0004556769,0.00007644475,0.000009872689,0.0003554782,0.0001637063,0.00004575716,0.0001011571,0.0007689397,0.9979722,0.00001601866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004081166,0.003635296,0.00008369625,0.7284929,0.2571242,0.00002569971,0.0000931528,0.00005719936,0.01007973],"genre_scores_gemma":[0.005521175,0.002677521,0.0001303753,0.7803917,0.1301239,0.00006191045,0.00006689483,0.00006017461,0.08096641],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02179611,"threshold_uncertainty_score":0.07291526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574561559959513,"score_gpt":0.2094720233881635,"score_spread":0.1937264077885683,"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."}}