{"id":"W4415586913","doi":"10.21083/crrf.v33i1.7830","title":"Community Sponsorship and Two-way Integration Arising Through Refugees Resettling in Rural Nova Scotia | De L’éducation à L’emploi: les Transitions des Jeunes Nouveaux Arrivants Réfugiés en Milieu Rural 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","funders":"","keywords":"Nova scotia; Refugee; Rural area; Qualitative research","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":[0.001193286,0.0002248597,0.0003026195,0.000957335,0.01033436,0.004553651,0.0009369195,0.001132619,0.006180436],"category_scores_gemma":[0.00328249,0.0002519548,0.000269306,0.001101849,0.004336862,0.001684442,0.00995796,0.00243935,0.0003503129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01435248,"about_ca_system_score_gemma":0.02078254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6970835,"about_ca_topic_score_gemma":0.8813003,"domain_scores_codex":[0.9981237,0.0004023147,0.00004234802,0.00008796807,0.0001169993,0.001226716],"domain_scores_gemma":[0.9947239,0.000371399,0.0007049811,0.0001206215,0.0004351646,0.003643922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002634047,0.0003223684,0.3725396,0.0001053713,0.000047206,0.003779447,0.5874883,0.0001219062,0.0006913419,0.005343361,0.00710874,0.02218889],"study_design_scores_gemma":[0.00001702213,0.00005703028,0.2536953,0.0001244779,0.000009993689,0.0002142883,0.7356812,0.00004629477,0.00004774857,0.0002570533,0.009829556,0.00002012264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933403,0.0002029086,0.00002707232,0.002355909,0.00003956037,0.00001868429,0.00005380544,0.000001774433,0.003959933],"genre_scores_gemma":[0.9956046,0.0001579642,0.00003517638,0.000241299,0.000007571844,0.00001954543,0.00004457011,0.000002421427,0.003886817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3029165,"threshold_uncertainty_score":0.6094009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236879555260315,"score_gpt":0.3186929053376303,"score_spread":0.2863241097850272,"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."}}