{"id":"W4233986326","doi":"10.31219/osf.io/4sjh7","title":"Language abilities of children with refugee backgrounds: Insights from case studies (PostPrint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université de Montréal; University of Alberta; Concordia University of Edmonton","funders":"","keywords":"Refugee; Home language; Psychology; Syrian refugees; Portrait; Developmental psychology; First language; Pedagogy; Geography; Linguistics","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":[0.003598908,0.0007265765,0.0006667897,0.002419257,0.008384774,0.003007358,0.001262382,0.001481745,0.002717742],"category_scores_gemma":[0.006845742,0.0005169247,0.0005804462,0.00285247,0.006026783,0.002620908,0.004743599,0.002627987,0.0003250994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004729606,"about_ca_system_score_gemma":0.003457318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03322739,"about_ca_topic_score_gemma":0.1073721,"domain_scores_codex":[0.9974262,0.001403617,0.0001830229,0.0001409144,0.0003605903,0.0004855868],"domain_scores_gemma":[0.9968772,0.002099112,0.0004216977,0.0001241224,0.0002336188,0.0002442297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002249656,0.000130202,0.03282834,0.0003004027,0.00001862741,0.05326647,0.894276,0.00005646376,0.0003114817,0.002412258,0.002176838,0.0142005],"study_design_scores_gemma":[0.000004105471,0.00005053508,0.0223419,0.0003638943,0.00001545746,0.03105799,0.9334267,0.00002395254,0.0001824097,0.0004920593,0.01202221,0.00001875143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811613,0.004575192,0.0002827705,0.001885549,0.00004801034,0.0001001473,0.0001198631,0.000007092739,0.01182021],"genre_scores_gemma":[0.9861093,0.008830107,0.0008865889,0.000485723,0.00003258104,0.0001594203,0.00008588259,0.0000158865,0.003394454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03322739,"threshold_uncertainty_score":0.06606793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438994650709912,"score_gpt":0.3525951386726652,"score_spread":0.3182051921655661,"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."}}