{"id":"W2786665607","doi":"10.22215/cspsc-2017-01","title":"Final Needs Assessment Report: Identifying barriers faced by Ottawa Somali Youth in accessing post-secondary and vocational opportunities","year":2017,"lang":"en","type":"report","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Somali; Vocational education; Poverty; Conceptualization; Citizenship; Political science; Medical education; Sociology; Public relations; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007017944,0.0006958075,0.0004105124,0.00260842,0.00601282,0.002900252,0.001676877,0.00124429,0.009986247],"category_scores_gemma":[0.01175548,0.0008546481,0.0008494881,0.002231001,0.00102749,0.001565414,0.003577133,0.002311525,0.003217607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02576068,"about_ca_system_score_gemma":0.08186193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7755125,"about_ca_topic_score_gemma":0.9195265,"domain_scores_codex":[0.9965746,0.0004050819,0.0005092781,0.0001682734,0.001289713,0.001053038],"domain_scores_gemma":[0.9828765,0.0009538886,0.0006489799,0.0005150139,0.01273456,0.002271135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004427285,0.001544115,0.4256079,0.001632545,0.0001036773,0.001893448,0.1180755,0.001029024,0.002565279,0.003010618,0.3374419,0.1066533],"study_design_scores_gemma":[0.00005769114,0.0004817589,0.5094815,0.0008522234,0.00006693572,0.0002130069,0.2816236,0.0003353048,0.001674715,0.0004279682,0.2046469,0.0001382436],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7051328,0.0007424437,0.001505878,0.02169481,0.0008437615,0.02272075,0.1198904,0.0004038395,0.1270653],"genre_scores_gemma":[0.647486,0.003186297,0.02605984,0.005811875,0.000148207,0.03073151,0.102242,0.000187112,0.1841472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2244875,"threshold_uncertainty_score":0.4516191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316651208003312,"score_gpt":0.4024959093996592,"score_spread":0.270830788599328,"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."}}