{"id":"W4409971989","doi":"10.1080/02255189.2025.2467623","title":"Classes moyennes au Maroc : au-delà des perceptions, que disent les chiffres?","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Geology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002453452,0.0007720063,0.001102257,0.001163341,0.004969536,0.0002232323,0.001230903,0.0003176636,0.0007561935],"category_scores_gemma":[0.001025076,0.0007958238,0.0003445216,0.001657858,0.001656096,0.0007511684,0.0001742587,0.0007328175,0.00007074804],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02776676,"about_ca_system_score_gemma":0.02999627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1745786,"about_ca_topic_score_gemma":0.993498,"domain_scores_codex":[0.9942662,0.0003673111,0.001854501,0.0006317429,0.0003736215,0.002506666],"domain_scores_gemma":[0.9943833,0.0003605021,0.0007540776,0.0003751757,0.001676849,0.002450115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004095796,0.0001390862,0.6716325,0.0009646175,0.002134294,0.0003759266,0.2005852,0.0002324241,0.00001197182,0.01789824,0.03715243,0.06883235],"study_design_scores_gemma":[0.0006751068,0.0001339362,0.3968421,0.002909242,0.000301705,0.00005821803,0.1268611,0.000008667122,0.00003633217,0.000911771,0.4705986,0.0006631501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8944612,0.02175782,0.000140559,0.06994648,0.008340619,0.0004879856,0.00006950059,0.00002005336,0.004775754],"genre_scores_gemma":[0.9610265,0.01953832,0.002968511,0.001159714,0.002187483,0.00008725838,0.00002070012,0.00005262933,0.0129588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8189194,"threshold_uncertainty_score":0.9994493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325911025807335,"score_gpt":0.2957676382438261,"score_spread":0.2325085279857528,"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."}}