{"id":"W4235129461","doi":"10.32920/ryerson.14641104.v1","title":"Barriers vs. bridges: Undocumented immigrants’ access to post-secondary education in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Human rights; Immigration; Commission; Public administration; Immigration law; Economic growth; Law","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":[0.0006693419,0.0002539309,0.0004164895,0.001172862,0.01061217,0.003227257,0.001424638,0.0009206661,0.009901508],"category_scores_gemma":[0.002676592,0.0003180508,0.0004189592,0.002867625,0.003304154,0.001498622,0.004460024,0.001660038,0.0004390409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05139011,"about_ca_system_score_gemma":0.09168097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919826,"about_ca_topic_score_gemma":0.996738,"domain_scores_codex":[0.9988722,0.00007431075,0.00005695712,0.0001010966,0.0002477665,0.0006476442],"domain_scores_gemma":[0.9975795,0.0001957219,0.0005738313,0.00007190717,0.000559634,0.001019402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001797768,0.00012487,0.5647167,0.0003250386,0.00003707085,0.001958152,0.3887058,0.000108304,0.0006137865,0.006419181,0.01227378,0.02453752],"study_design_scores_gemma":[0.00001419635,0.00005013583,0.4969854,0.0004933391,0.00002682702,0.0003085312,0.473146,0.0001186008,0.0001127821,0.0004464839,0.02825636,0.00004134362],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830065,0.0005430181,0.00003779591,0.004681047,0.00002964401,0.00003958228,0.0008040057,0.00000541429,0.01085297],"genre_scores_gemma":[0.9903265,0.000785019,0.00006380577,0.0006831143,0.00001125376,0.00003443909,0.0002833567,0.000008604912,0.007803926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05139011,"threshold_uncertainty_score":0.3728631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343205009112231,"score_gpt":0.3514173405268084,"score_spread":0.3279852904356861,"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."}}