{"id":"W4245190775","doi":"10.4000/books.pul.30606","title":"« Devenir francophone »","year":2019,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Lyon eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Philosophy; Humanities","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002374579,0.0007129408,0.0006647404,0.0002333062,0.0007667239,0.0001412417,0.001000405,0.001021105,0.003479428],"category_scores_gemma":[0.00007370988,0.000799682,0.0004535196,0.00005553185,0.002178179,0.0003825829,0.0003402199,0.0006294655,0.001661758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780477,"about_ca_system_score_gemma":0.002496797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008942174,"about_ca_topic_score_gemma":0.0071181,"domain_scores_codex":[0.996628,0.0002579789,0.0004846501,0.0008112334,0.0007886676,0.001029473],"domain_scores_gemma":[0.9974385,0.0004150026,0.0004975065,0.0006592739,0.0005044992,0.0004851668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006983867,0.00004694204,0.0016105,0.0003110883,0.0005435228,0.0001291987,0.02702632,0.0001967616,0.0004462614,0.9415916,0.01404704,0.01398095],"study_design_scores_gemma":[0.0006561516,0.00007308608,0.001739159,0.0003570351,0.0003011998,0.00001382081,0.007185339,0.0001183387,0.0004468474,0.005532796,0.9826133,0.0009629402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02202525,0.0018069,0.0002435078,0.00362014,0.002418474,0.0009347008,0.0002145744,0.0002359072,0.9685006],"genre_scores_gemma":[0.3492043,0.0006482865,0.0004657237,0.00158444,0.0008249301,0.000003239279,0.00007652288,0.00008852305,0.647104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9685662,"threshold_uncertainty_score":0.9994454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06539007678709145,"score_gpt":0.3028347703010908,"score_spread":0.2374446935139993,"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."}}