{"id":"W2923180573","doi":"","title":"Language Education for Newcomers in Rural Canada: Needs, Opportunities, and Innovations","year":2019,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Immigration; Scholarship; Social integration; Rural area; Sociology; Economic growth; Government (linguistics); Politics; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005071571,0.0000447787,0.00009669086,0.000109792,0.0003938959,0.00003936612,0.00009977374,0.00002285016,0.00002778457],"category_scores_gemma":[0.00003689323,0.00003456395,0.00001008328,0.0001178571,0.00005206573,0.0001588092,0.00001790653,0.0001376601,1.694194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008831437,"about_ca_system_score_gemma":0.001987087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2225801,"about_ca_topic_score_gemma":0.4022356,"domain_scores_codex":[0.9995003,0.00007873712,0.0001983886,0.00001482323,0.0001131956,0.00009458249],"domain_scores_gemma":[0.999607,0.00007879182,0.000105232,0.00003564155,0.0001034708,0.00006992633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002652187,0.0001421885,0.03032204,0.00003493848,0.00002158545,3.326141e-7,0.3510192,8.620854e-7,0.0000799989,0.00943883,0.002931469,0.605982],"study_design_scores_gemma":[0.0001551108,0.00002355385,0.04591547,0.00006503215,0.000001607837,0.000003418796,0.7809142,7.253362e-7,0.00001483239,0.00007390543,0.1727816,0.00005043348],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919944,0.0005349403,0.000002383195,0.005791829,0.0003466778,0.00008409431,9.49057e-7,0.000001714509,0.001243004],"genre_scores_gemma":[0.9966156,0.0004915438,0.0002992459,0.0005345349,0.00003525631,0.000003700577,0.000006445111,0.000001799099,0.002011799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6059316,"threshold_uncertainty_score":0.7825968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974980556807337,"score_gpt":0.3069905925973673,"score_spread":0.2772407870292939,"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."}}