{"id":"W4415586904","doi":"10.21083/crrf.v33i1.7848","title":"Education to Employment Transitions of Refugee Newcomer Youth in Rural Nova Scotia | De l’éducation à l’emploi : les transitions des jeunes nouveaux arrivants réfugiés en N.-É.","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Nova scotia; Refugee; Immigration; Qualitative research; Ethnography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001183051,0.0003263342,0.0004483541,0.001133605,0.001040786,0.0002779529,0.0005769815,0.0003003168,0.0002815969],"category_scores_gemma":[0.0007689311,0.0003486391,0.0002126139,0.00307238,0.0004464507,0.001464948,0.00003270837,0.0002108535,0.00001565191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003360863,"about_ca_system_score_gemma":0.003762454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.442607,"about_ca_topic_score_gemma":0.8969213,"domain_scores_codex":[0.9972566,0.0001621355,0.001237554,0.0003754713,0.0004074846,0.0005607194],"domain_scores_gemma":[0.9974094,0.00005601059,0.0005726934,0.0002092,0.001428264,0.0003244168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007060907,0.0005463314,0.3235908,0.001278113,0.0001491936,4.818559e-8,0.5439069,0.00103154,0.004555652,0.1073752,0.001761978,0.01573355],"study_design_scores_gemma":[0.000911516,0.0001784159,0.4935965,0.005887712,0.0008098207,0.000002915262,0.4653368,0.0005838606,0.004341595,0.02475454,0.002692331,0.000903982],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839471,0.0002599292,0.0007437116,0.008938172,0.0009359292,0.001819369,0.00009744169,0.00002488639,0.003233449],"genre_scores_gemma":[0.9978559,0.000329916,0.0003448788,0.0003713107,0.0001513413,0.00006928094,0.0001938039,0.00002890447,0.0006546639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4543143,"threshold_uncertainty_score":0.9998966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454746307230232,"score_gpt":0.3232715786553296,"score_spread":0.2887241155830273,"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."}}