{"id":"W4205632153","doi":"10.1353/tfr.2021.0342","title":"Affaires globales: s'engager dans la vie professionnelle en français, niveau avancé par Deborah S. Reisinger, Mary Beth Raycraft et Nathalie Dieu-Porter","year":2021,"lang":"fr","type":"article","venue":"˜The œFrench review","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002991475,0.001253972,0.0008713026,0.00142566,0.005888444,0.00818652,0.0009645604,0.004118673,0.06221378],"category_scores_gemma":[0.004159024,0.0004696663,0.0004002853,0.003332243,0.00402261,0.009511136,0.004150749,0.006135795,0.01432472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008009857,"about_ca_system_score_gemma":0.0185904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1303646,"about_ca_topic_score_gemma":0.2074955,"domain_scores_codex":[0.997466,0.0006659174,0.0001757117,0.0003335309,0.0008987917,0.0004600778],"domain_scores_gemma":[0.9953176,0.001029239,0.0002978891,0.0001060833,0.001660489,0.001588672],"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":[0.00001246632,0.0000140117,0.0004824756,0.000765454,0.00000400544,0.00008895456,0.006702526,0.00003720331,0.00009688553,0.006543479,0.9212338,0.06401888],"study_design_scores_gemma":[0.000001625019,0.000007495019,0.001885317,0.001250269,0.000002744142,0.00007941435,0.007439886,0.00001126042,0.00002027538,0.0005440874,0.9887434,0.00001423963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003589875,0.5375782,0.0003102305,0.2955275,0.03474383,0.00006859212,0.0003390617,0.00007690705,0.1277658],"genre_scores_gemma":[0.05420763,0.472426,0.0005665066,0.0456389,0.007633678,0.0001530559,0.0007264106,0.0001783592,0.4184693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1303646,"threshold_uncertainty_score":0.2592115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235378185630342,"score_gpt":0.2891692428815941,"score_spread":0.2656314243185599,"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."}}