{"id":"W2169484448","doi":"10.1093/jrs/fet048","title":"Neither Temporary, Nor Permanent: The Precarious Employment Experiences of Refugee Claimants in Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Refugee Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Immigration; Settlement (finance); Political science; Library science; Sociology; Gender studies; Media studies; History; Law; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0005448622,0.0001029526,0.0002910938,0.00006644898,0.0002168196,0.00003145021,0.0003292268,0.00003182564,0.0001046746],"category_scores_gemma":[0.0001707002,0.00005915165,0.00006318171,0.0002366484,0.0002303165,0.0002235174,0.00004864061,0.0001587274,0.000002227414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423804,"about_ca_system_score_gemma":0.000860699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3116753,"about_ca_topic_score_gemma":0.9558427,"domain_scores_codex":[0.9983163,0.0002033695,0.0005407293,0.0000916369,0.000639024,0.0002089341],"domain_scores_gemma":[0.9988376,0.0001422031,0.0004896389,0.0001140275,0.0003488845,0.00006763914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004804934,0.0001240943,0.1785247,0.0000339896,0.0003004743,0.00002999345,0.7785433,0.0002189655,0.0001034236,0.002027319,0.03203288,0.008012872],"study_design_scores_gemma":[0.0004989889,0.0001604427,0.05428614,0.0001501877,0.00003334413,0.000006092748,0.711461,0.00007169367,0.0001002436,0.0004929692,0.2325422,0.0001966704],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908658,0.003812691,0.000001513294,0.003464365,0.0005599569,0.0001915836,0.000002651899,0.00000338775,0.001098038],"genre_scores_gemma":[0.9967004,0.001421781,0.00005057611,0.0002737592,0.0001234464,0.00001678034,2.202165e-7,0.000005821413,0.001407224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6441675,"threshold_uncertainty_score":0.6929083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314890539673978,"score_gpt":0.3110732367518197,"score_spread":0.2879243313550799,"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."}}