{"id":"W4362561340","doi":"10.1007/s10775-023-09579-x","title":"Beyond job placement: careers for refugees","year":2023,"lang":"en","type":"article","venue":"International Journal for Educational and Vocational Guidance","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of South Australia","keywords":"Refugee; Context (archaeology); Political science; Humanities; Sociology; Career development; Syrian refugees; Library science; Ethnology; Art; Geography; Pedagogy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003601159,0.0003465186,0.0004803263,0.0007154028,0.01600881,0.005163188,0.001207105,0.002726081,0.01907057],"category_scores_gemma":[0.006377029,0.000283977,0.0004325241,0.0005472846,0.003705499,0.003117442,0.01182807,0.005429657,0.002550358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002509997,"about_ca_system_score_gemma":0.01521881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599625,"about_ca_topic_score_gemma":0.06399235,"domain_scores_codex":[0.9964247,0.001613426,0.00008454464,0.0001162253,0.0001994485,0.001561629],"domain_scores_gemma":[0.9931313,0.0003738317,0.0003193067,0.00009379348,0.000528581,0.005553112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002359967,0.0009217997,0.06409623,0.001751972,0.00004197319,0.01340114,0.4366829,0.0004706672,0.002010763,0.06702456,0.1223026,0.2910595],"study_design_scores_gemma":[0.00002143589,0.0003650451,0.03358319,0.003134589,0.00001083405,0.003106312,0.6186802,0.0001540138,0.0001794434,0.009860618,0.3308339,0.0000703405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5073124,0.01565301,0.003217129,0.3285537,0.006589422,0.0002267584,0.0002291267,0.0001052894,0.1381131],"genre_scores_gemma":[0.9299609,0.007745602,0.002715852,0.01734457,0.0004843283,0.0001270325,0.0001182211,0.00005119823,0.04145227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01907057,"threshold_uncertainty_score":0.06379741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879119160732613,"score_gpt":0.3961700411094612,"score_spread":0.3673788495021351,"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."}}