{"id":"W3126991080","doi":"10.1353/ces.2020.0025","title":"African Immigrant Students and Postsecondary Education in Canada: High School Teachers and School Career Counsellors as Gatekeepers","year":2020,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Immigration; Mentorship; Inclusion (mineral); Pedagogy; Identity (music); Sociology; Postsecondary education; Psychology; Medical education; Political science; Higher education; Gender studies; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0011777,0.0002974059,0.0003322702,0.001035033,0.01835373,0.003648747,0.001473998,0.001129551,0.006939059],"category_scores_gemma":[0.001898877,0.0003021893,0.0003289457,0.002172818,0.002446284,0.001512271,0.003626181,0.002787539,0.0002765716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03765516,"about_ca_system_score_gemma":0.1397246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897452,"about_ca_topic_score_gemma":0.9967312,"domain_scores_codex":[0.9983982,0.0001488693,0.00003556369,0.00009440327,0.0002226138,0.00110028],"domain_scores_gemma":[0.9968489,0.000112808,0.0002435733,0.00003288491,0.0005441488,0.002217625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001597215,0.0005822494,0.6838418,0.0002106049,0.0000381203,0.001461528,0.2163846,0.0001008969,0.0007031803,0.0074825,0.02180505,0.06722973],"study_design_scores_gemma":[0.00002243398,0.00006632299,0.453723,0.0004261859,0.00003586753,0.0003041015,0.5088008,0.0001922268,0.0002175975,0.0005107519,0.03564599,0.00005465489],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769933,0.001404329,0.00006177175,0.00903795,0.00009612428,0.00003685862,0.000238546,0.000007541115,0.01212362],"genre_scores_gemma":[0.9910051,0.001434773,0.0001252396,0.00155216,0.00001755779,0.0000146599,0.0001309171,0.000006974508,0.005712629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03765516,"threshold_uncertainty_score":0.2732086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091120373798497,"score_gpt":0.3598615345664543,"score_spread":0.3089503308284693,"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."}}