{"id":"W4415586932","doi":"10.21083/crrf.v33i1.7824","title":"English as an Additional Language (EAL): Accessibility and the Economic Transitions of Refugees in Rural Nova Scotia | L’anglais comme langue complémentaire : accessibilité et transitions économiques des réfugiés ruraux en Nouvelle-Écosse","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Mitacs","funders":"","keywords":"Nova scotia; Refugee; English language; Nova (rocket)","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":[0.0007004144,0.0002650624,0.0002873024,0.000604797,0.002965963,0.002397945,0.0005753705,0.0007720359,0.03308991],"category_scores_gemma":[0.004001637,0.000200647,0.0001461453,0.00148963,0.0009487591,0.001093421,0.00138064,0.0009677541,0.003532078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007890782,"about_ca_system_score_gemma":0.02537373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9218932,"about_ca_topic_score_gemma":0.9550463,"domain_scores_codex":[0.9994716,0.0000974871,0.00005620638,0.00004478942,0.0001144171,0.0002155532],"domain_scores_gemma":[0.9968483,0.0009114663,0.0002931655,0.0000956787,0.001097788,0.0007536566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001379298,0.0001068496,0.03574203,0.0009155539,0.00001375946,0.001150445,0.04749681,0.0002455615,0.001440339,0.01009541,0.8508545,0.0518008],"study_design_scores_gemma":[0.0000392402,0.00003664753,0.4778651,0.001417446,0.00001340545,0.0002120577,0.06611361,0.0002402163,0.0002857148,0.0006497065,0.45308,0.00004682979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4144817,0.03025766,0.0006702268,0.1912632,0.01583627,0.0003968725,0.03975852,0.0001806939,0.3071547],"genre_scores_gemma":[0.6927592,0.0145002,0.0008002843,0.007924421,0.001034559,0.0003253707,0.006063943,0.0001291878,0.2764629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07810676,"threshold_uncertainty_score":0.1571335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495123128848076,"score_gpt":0.295245906897366,"score_spread":0.2802946756088852,"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."}}