{"id":"W1489118385","doi":"10.1108/02683941011019366","title":"Barriers and paths to success","year":2010,"lang":"en","type":"article","venue":"Journal of Managerial Psychology","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Latin Americans; Immigration; Originality; Disadvantage; Qualitative research; Psychology; Refugee; Social psychology; Sociology; Political science; Social science","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":[0.00550183,0.0007897406,0.0005713407,0.003041644,0.01222375,0.01029624,0.002051641,0.001766527,0.01829376],"category_scores_gemma":[0.02029044,0.0004756729,0.0007032828,0.001628323,0.01053209,0.003805607,0.01299949,0.00340495,0.001062375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008265669,"about_ca_system_score_gemma":0.03085086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1129976,"about_ca_topic_score_gemma":0.1119898,"domain_scores_codex":[0.9865811,0.003366983,0.0005071773,0.001059339,0.002262453,0.006222964],"domain_scores_gemma":[0.9798313,0.004908385,0.002229859,0.0005730912,0.002740639,0.00971686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001711573,0.0006747862,0.4006956,0.0007414063,0.0001892895,0.003884571,0.3366051,0.0008764353,0.0007835047,0.1513327,0.009955693,0.09408972],"study_design_scores_gemma":[0.0000365351,0.0002707167,0.1852878,0.002084801,0.00008798543,0.001297606,0.6531069,0.0009070668,0.0003764105,0.04466901,0.1117164,0.0001586652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8267908,0.002193223,0.002549865,0.01936768,0.0002545597,0.0003096557,0.0003365731,0.0001120286,0.1480855],"genre_scores_gemma":[0.9936032,0.0006542988,0.0006132305,0.000400767,0.00001537002,0.00008087354,0.00008416594,0.00002530878,0.004522806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1129976,"threshold_uncertainty_score":0.2246798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058621631515029,"score_gpt":0.3525469491406898,"score_spread":0.3419607328255395,"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."}}