{"id":"W4405653779","doi":"10.1163/25897616-bja10124","title":"Editor’s Introduction / Présentation du numéro","year":2024,"lang":"fr","type":"article","venue":"Simone de Beauvoir Studies","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Philosophy; Computer science","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":[0.002665358,0.0001960688,0.0002386692,0.0001073503,0.0009348916,0.0001098007,0.0001335405,0.0001905877,0.0001699945],"category_scores_gemma":[0.001901284,0.0002071942,0.0001170067,0.000605249,0.001877601,0.0004948953,0.00003858022,0.0002901371,0.0002944139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005548063,"about_ca_system_score_gemma":0.0003753448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003178263,"about_ca_topic_score_gemma":0.0002275171,"domain_scores_codex":[0.9978495,0.0006499916,0.0003257783,0.0004310556,0.0003099808,0.0004336573],"domain_scores_gemma":[0.9976847,0.001662705,0.00008977317,0.0001246901,0.0003527421,0.00008537927],"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":[0.000002519004,0.00006760035,0.001604805,0.0001579881,0.0002846802,0.000002069109,0.1458873,0.00005260789,0.00003068219,0.1300204,0.7171134,0.004775975],"study_design_scores_gemma":[0.00007331806,0.00004594971,0.001348939,0.0000943101,0.000103412,0.000003185917,0.3078469,0.0000905944,0.00002397614,0.01846785,0.6717408,0.0001607549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03487777,0.08423057,0.0004412144,0.4443449,0.4311754,0.0002651609,0.00002065516,0.0002285378,0.004415879],"genre_scores_gemma":[0.3296416,0.02840381,0.00118791,0.0003569061,0.6218815,0.0001119594,0.00004761403,0.00002703477,0.01834166],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.443988,"threshold_uncertainty_score":0.8449133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436483950920252,"score_gpt":0.4774676763824552,"score_spread":0.33381928129043,"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."}}