{"id":"W4231509666","doi":"10.4000/remmm.7561","title":"Mazawi André E. et Sultana Ronald G. (dir.), World Yearbook of Education 2010 : Education in the Arab World. Political Projects, Struggles, and Geometries of Power, New York, Routledge, 2009, 425 p.","year":2012,"lang":"fr","type":"article","venue":"Revue des mondes musulmans et de la Méditerranée","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Yearbook; Art; Humanities; Geography; Visual arts","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001962237,0.0003268773,0.0004554567,0.0007136114,0.0001981291,0.000139347,0.0004625253,0.000244493,0.0003902579],"category_scores_gemma":[0.0004550274,0.0003077408,0.0001467485,0.001873103,0.001078005,0.0008670582,0.00004483221,0.0004999737,0.000009436296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552238,"about_ca_system_score_gemma":0.004049327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01994487,"about_ca_topic_score_gemma":0.02200898,"domain_scores_codex":[0.9966613,0.001137933,0.0006684468,0.0003645689,0.0004157838,0.0007519528],"domain_scores_gemma":[0.9975843,0.001053821,0.000373335,0.0004514079,0.0001903556,0.0003467867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008354188,0.002974265,0.153475,0.0008774404,0.00008775637,0.000001220688,0.1267662,0.00001346389,0.00006327642,0.5294005,0.1264025,0.0598547],"study_design_scores_gemma":[0.0004306367,0.00009939705,0.5457153,0.001530138,0.0001768092,0.00004689816,0.02638143,0.00001851824,0.0001232068,0.02438339,0.400645,0.000449294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.463252,0.3707009,0.0001514825,0.01636137,0.003016165,0.001184069,0.0002204952,0.00003890789,0.1450746],"genre_scores_gemma":[0.9335439,0.006088588,0.001188369,0.0009204726,0.001063672,0.00004028545,0.00007890981,0.00003858191,0.05703721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5050172,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411054144152088,"score_gpt":0.3184484736390039,"score_spread":0.284337932197483,"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."}}