{"id":"W3124636842","doi":"10.1111/imig.12825","title":"From Independence to dependence: Experiences of Syrian refugees","year":2021,"lang":"en","type":"article","venue":"International Migration","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; York University","funders":"","keywords":"Refugee; Syrian refugees; Independence (probability theory); Political science; Qualitative research; Work (physics); Government (linguistics); Sociology; Demographic economics; Gender studies; Economic growth; Psychology; Social science; Engineering; Economics; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003634237,0.0001059834,0.0001353128,0.0001298505,0.0001907442,0.0001554107,0.0003549586,0.000132138,0.002124694],"category_scores_gemma":[0.001124932,0.0001067656,0.0000749144,0.0003378158,0.0000864752,0.0007333643,0.00003818875,0.0001001886,0.0000794935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400558,"about_ca_system_score_gemma":0.0003684295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006234377,"about_ca_topic_score_gemma":0.07250953,"domain_scores_codex":[0.9979504,0.0001646797,0.0003908672,0.000321626,0.001018833,0.0001535851],"domain_scores_gemma":[0.9984786,0.0001177723,0.0001676804,0.0001780985,0.0009575584,0.0001003284],"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":[0.00009043609,0.0002421165,0.01340589,0.000007029187,0.00008580602,0.00001349239,0.7865244,0.0001897257,0.07391969,0.097546,0.01304794,0.01492753],"study_design_scores_gemma":[0.0004682568,0.0001301831,0.01648768,0.000225353,0.00003234316,0.000005395502,0.306896,0.0008801683,0.2955256,0.01659963,0.3622023,0.0005471102],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788288,0.0001309938,0.007307542,0.002324621,0.001874999,0.0001524199,0.00002941076,0.00004645688,0.009304798],"genre_scores_gemma":[0.9920879,0.0000925715,0.002392511,0.0002824199,0.0007640294,0.00006006616,0.0001378009,0.000007047812,0.004175656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4796283,"threshold_uncertainty_score":0.9987875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456405277423799,"score_gpt":0.330516939751094,"score_spread":0.315952886976856,"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."}}