{"id":"W4312038654","doi":"10.32920/21757913","title":"Supporting Refugee Students in Canada: Building on What We Have Learned in the Past 20 Years","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Brock University","keywords":"Refugee; Political science; Field (mathematics); Pedagogy; Public relations; Economic growth; Psychology; Law","routes":{"ca_aff":false,"ca_fund":true,"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":[0.01872585,0.001528433,0.001661516,0.004047274,0.03197312,0.02059711,0.004686211,0.005164131,0.01167217],"category_scores_gemma":[0.02208576,0.000669112,0.001495961,0.008771273,0.01400747,0.009139212,0.01584077,0.01064241,0.001271865],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1394421,"about_ca_system_score_gemma":0.5823933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924752,"about_ca_topic_score_gemma":0.9966652,"domain_scores_codex":[0.9889098,0.002169009,0.0003937037,0.0007815488,0.00301377,0.004732104],"domain_scores_gemma":[0.9502667,0.006441873,0.001158648,0.0008852053,0.0192737,0.02197382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001765894,0.0005354758,0.04265665,0.008702251,0.0001723001,0.001300689,0.1523729,0.001358814,0.000776204,0.03404461,0.2617562,0.4961473],"study_design_scores_gemma":[0.00004781085,0.0001569699,0.05252833,0.01785979,0.0002181042,0.0002962456,0.4185715,0.0004466773,0.0006127001,0.007719923,0.5012442,0.0002977989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05329646,0.1410007,0.002093372,0.7435365,0.005784475,0.0003414214,0.001700611,0.0002380923,0.05200837],"genre_scores_gemma":[0.5112776,0.3152181,0.01868034,0.1286826,0.001342424,0.0004971852,0.00209834,0.0002503296,0.02195317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1394421,"threshold_uncertainty_score":0.9981251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03776181150448031,"score_gpt":0.4004425597652449,"score_spread":0.3626807482607646,"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."}}