{"id":"W4384007900","doi":"10.32920/23587476","title":"Madow & Muslim in Canada: Barriers Impacting the Success of Somali Youth within the Ontario Public-School System","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Toronto Metropolitan University","funders":"","keywords":"Somali; Racism; Islamophobia; Gender studies; Political science; Immigration; Politics; Refugee; Population; Ethnic group; Sociology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177705,0.000240121,0.0004296864,0.001157353,0.01844932,0.005035227,0.001524372,0.0006455222,0.005871851],"category_scores_gemma":[0.003270508,0.0002878689,0.0003170578,0.003160158,0.003917407,0.001284938,0.003956123,0.00150506,0.0003420088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0804865,"about_ca_system_score_gemma":0.1601298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959671,"about_ca_topic_score_gemma":0.9987562,"domain_scores_codex":[0.9980618,0.000214651,0.00004989364,0.0001156518,0.0004504779,0.001107525],"domain_scores_gemma":[0.9956507,0.0002741722,0.0005196368,0.00006973149,0.001315966,0.002169791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001374893,0.0001736229,0.5586695,0.0003683609,0.00004427691,0.001113236,0.3751972,0.0001566578,0.0006502256,0.007870883,0.01287264,0.04274596],"study_design_scores_gemma":[0.000008493901,0.00004473682,0.3820321,0.0003679907,0.00002706117,0.0001137311,0.5923955,0.0001199605,0.00015716,0.0002650917,0.02443573,0.00003242631],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757372,0.001023528,0.0000391189,0.00451082,0.00003434829,0.00004941476,0.0005191122,0.00001023665,0.01807622],"genre_scores_gemma":[0.9933864,0.001380879,0.0001016382,0.0004164919,0.00000544881,0.0000196181,0.000146525,0.000008888667,0.004533962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0804865,"threshold_uncertainty_score":0.5839732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09653952207284447,"score_gpt":0.2786614719607051,"score_spread":0.1821219498878606,"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."}}