{"id":"W3217504687","doi":"10.3167/latiss.2021.140303","title":"Understanding networks of actors involved in refugee access to higher education in Canada, England and France","year":2021,"lang":"en","type":"article","venue":"Learning and Teaching","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Universiteit van Amsterdam","keywords":"Refugee; Government (linguistics); Civil society; Higher education; Context (archaeology); Political science; Economic growth; Access to Higher Education; Public administration; Sociology; Public relations; Politics; Law; Geography","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":[0.00188552,0.0002376516,0.0003206166,0.00262782,0.01066706,0.007187317,0.0008628873,0.0009913944,0.004702028],"category_scores_gemma":[0.00469079,0.0002334738,0.0001889421,0.002318972,0.006698125,0.003749,0.005585032,0.0008491543,0.0002044704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02898352,"about_ca_system_score_gemma":0.01927472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9139059,"about_ca_topic_score_gemma":0.9401575,"domain_scores_codex":[0.9984967,0.0005962565,0.00003265467,0.0001177952,0.0001453064,0.0006113243],"domain_scores_gemma":[0.9971648,0.001098716,0.0004376993,0.00007071671,0.000350227,0.0008778476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000772757,0.00003321378,0.1004637,0.00008752485,0.00001714007,0.00129205,0.8584746,0.0003011594,0.0003232284,0.02302036,0.001770981,0.01413878],"study_design_scores_gemma":[0.000003643122,0.000009921777,0.03963168,0.0001423659,0.000006629738,0.00009750787,0.9436145,0.0001885285,0.00004376341,0.0007569652,0.01548918,0.00001532335],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796277,0.0007618198,0.0002657376,0.002845972,0.00001481286,0.00002973196,0.0001129659,0.000005888565,0.01633529],"genre_scores_gemma":[0.9963452,0.0005786162,0.0001333549,0.0001454189,0.000002825974,0.00001515058,0.00005149407,0.000003619743,0.0027243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08609408,"threshold_uncertainty_score":0.2102911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785185006816977,"score_gpt":0.3363314622885025,"score_spread":0.2984796122203327,"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."}}