{"id":"W2151047151","doi":"10.17169/fqs-7.3.142","title":"Cultural Capital during Migration—A Multi-level Approach for the Empirical Analysis of the Labor Market Integration of Highly Skilled Migrants","year":2008,"lang":"en","type":"article","venue":"Forum: Qualitative Social Research (Freie Universität Berlin)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Political science; Humanities; Economy; Economics; Art","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":[0.003379356,0.0001965684,0.000374692,0.002994359,0.002547779,0.002994645,0.0007007382,0.0006826658,0.002396352],"category_scores_gemma":[0.004067552,0.0002030003,0.0004006128,0.003179677,0.003193943,0.002255752,0.003149138,0.000743321,0.00009504196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002864341,"about_ca_system_score_gemma":0.001666935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285155,"about_ca_topic_score_gemma":0.01378199,"domain_scores_codex":[0.9979468,0.00154221,0.00006422008,0.0001137907,0.0001142593,0.0002188143],"domain_scores_gemma":[0.9975263,0.001554606,0.0004757057,0.0001376788,0.0001461226,0.0001595935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002125586,0.000275627,0.4018728,0.000520505,0.0001756685,0.001762421,0.4531134,0.002605709,0.002601655,0.08117659,0.0007617088,0.0549214],"study_design_scores_gemma":[0.00001954782,0.0002517824,0.4091851,0.0004778671,0.00008473769,0.0003205114,0.5557722,0.006463643,0.0009282333,0.01813581,0.008307067,0.00005338094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871841,0.0005467782,0.006077081,0.0004828815,0.000009684414,0.0001321104,0.0001550108,0.000005490769,0.005406849],"genre_scores_gemma":[0.9968623,0.0001498051,0.002262773,0.00003171611,0.000003174908,0.0001686353,0.0000392754,0.000001942012,0.0004802907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285155,"threshold_uncertainty_score":0.02555346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.346348293446445,"score_gpt":0.4686372758420704,"score_spread":0.1222889823956254,"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."}}