{"id":"W4387788134","doi":"10.1353/wfs.2023.a909474","title":"Editor's Preface","year":2023,"lang":"en","type":"paratext","venue":"Women in French studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Editorial board; Excellence; Scholarship; Publication; Pleasure; Library science; Publishing; History; Media studies; Political science; Sociology; Psychology; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007470493,0.0001675601,0.0004966933,0.0008439168,0.0008567715,0.0001748964,0.0003724451,0.0002640304,0.003216002],"category_scores_gemma":[0.0003948215,0.0002156511,0.00007277367,0.0007019356,0.001044603,0.0000967116,0.0001305205,0.0003690395,0.01976616],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006555107,"about_ca_system_score_gemma":0.001418701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4533821,"about_ca_topic_score_gemma":0.9314123,"domain_scores_codex":[0.9980197,0.0001430382,0.0002561618,0.0003527475,0.0004668182,0.0007615685],"domain_scores_gemma":[0.9992042,0.0002304944,0.0001165971,0.0001955969,0.00009486697,0.000158198],"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":[6.961763e-7,0.00001074277,0.000009972967,0.00009181932,0.00007331208,0.000009931249,0.09461106,0.000005607365,2.037011e-7,0.00007454724,0.9042301,0.0008820359],"study_design_scores_gemma":[0.00008437489,0.00001645354,0.0001870986,0.0001290409,0.000007744346,4.11572e-8,0.02276365,8.870492e-8,7.698958e-8,0.0006290006,0.9759592,0.0002231829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007782271,0.04231521,1.879723e-7,0.0008417494,0.09839187,0.0003064457,0.0002000694,0.00008128434,0.8570849],"genre_scores_gemma":[0.000183672,0.04923416,0.000004281425,0.000061119,0.01437596,0.0002997916,0.00001587611,0.00002133663,0.9358038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4780302,"threshold_uncertainty_score":0.9976952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270700713649248,"score_gpt":0.3041196732294319,"score_spread":0.2770496018645071,"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."}}