{"id":"W4415586639","doi":"10.21083/crrf.v29i1.7845","title":"Education to Employment Transitions of Refugee Newcomer Youth in Rural Nova Scotia","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":"Refugee; Nova scotia; Qualitative research; Immigration; 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":[0.0009051998,0.0002885756,0.0003282152,0.0005731573,0.006463348,0.001785249,0.001017385,0.000874269,0.006878551],"category_scores_gemma":[0.00206158,0.0002379441,0.000360682,0.0005235403,0.00076255,0.0006448015,0.005161433,0.002169228,0.0005795355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008506218,"about_ca_system_score_gemma":0.02692163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6351191,"about_ca_topic_score_gemma":0.8802063,"domain_scores_codex":[0.9986514,0.0001676357,0.00002015937,0.00003392805,0.00005027495,0.001076695],"domain_scores_gemma":[0.9968711,0.00008079622,0.0001273462,0.00002259024,0.0002091998,0.002689055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008269909,0.005248326,0.4987865,0.000664058,0.00008291979,0.005057706,0.2418791,0.0003351251,0.002305034,0.001752487,0.06123216,0.1818296],"study_design_scores_gemma":[0.0001093271,0.0006475896,0.6291482,0.0007114867,0.00002983574,0.0002916885,0.3440568,0.000129494,0.0002401661,0.0002160414,0.02438649,0.00003282432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837351,0.0007666192,0.00003540713,0.007054958,0.0002600747,0.0001225032,0.0001930637,0.000009669611,0.007822596],"genre_scores_gemma":[0.9858197,0.0009846793,0.0001701226,0.001468392,0.00005327077,0.0001193324,0.000179935,0.00000826,0.01119623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3648809,"threshold_uncertainty_score":0.7340595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175506907716023,"score_gpt":0.2983489470883349,"score_spread":0.2765938780111746,"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."}}