{"id":"W258584607","doi":"10.1007/s12134-015-0433-1","title":"Screening, Skills and Cultural Fit: Theorizing Immigrant Skill Utilization from an Organizational Perspective","year":2015,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Perspective (graphical); Sociology; Public relations; Social capital; Human capital; Settlement (finance); Order (exchange); Information and Communications Technology; Social science; Political science; Economic growth; Business; Economics; 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":[0.004877616,0.0006303179,0.0003390675,0.003171036,0.002812515,0.004662464,0.001387681,0.001823719,0.002647986],"category_scores_gemma":[0.01923839,0.0005480761,0.0005864389,0.001804103,0.009295313,0.003005909,0.004539085,0.001371546,0.0001249026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085227,"about_ca_system_score_gemma":0.004619772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02426323,"about_ca_topic_score_gemma":0.01599018,"domain_scores_codex":[0.9961991,0.002646991,0.00009261591,0.0002617316,0.0002831073,0.0005164913],"domain_scores_gemma":[0.9854086,0.01030699,0.001234581,0.0008078371,0.0008552249,0.001386791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001588425,0.001700286,0.6629379,0.0001414576,0.0001933133,0.001697218,0.1152405,0.00493236,0.00103486,0.1728887,0.0006562568,0.0384183],"study_design_scores_gemma":[0.0001001626,0.0006661265,0.3723471,0.0006141621,0.0003032721,0.00130557,0.2852612,0.04051675,0.001156176,0.2926005,0.004982517,0.0001463755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715617,0.0002135399,0.005916219,0.002751687,0.00001276942,0.00004570027,0.00002636674,0.000008667621,0.01946327],"genre_scores_gemma":[0.9991248,0.00003747068,0.0005916542,0.00008076002,0.00000223505,0.00001282147,0.000007851524,0.000001812486,0.0001404958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02426323,"threshold_uncertainty_score":0.048244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426240617339892,"score_gpt":0.3482752661477915,"score_spread":0.3140128599743925,"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."}}