{"id":"W3111770297","doi":"10.1111/ijtd.12204","title":"Relevance of qualifications and work experience in the recruiting of foreign‐trained immigrants – comparative insights from the Health and ICT Sectors in Germany and Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of Training and Development","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Immigration; Relevance (law); Information and Communications Technology; Work (physics); Affect (linguistics); Usability; Demographic economics; Public relations; Labour economics; Political science; Business; Sociology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003647253,0.00004146497,0.0001181439,0.00003173241,0.00007916708,0.00002289343,0.0001010192,0.0000130343,0.00000176046],"category_scores_gemma":[0.0001833588,0.0000273619,0.000005786907,0.0000888434,0.0001051385,0.00006659786,0.00001187035,0.00008358857,7.340135e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003345804,"about_ca_system_score_gemma":0.0004575021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02771365,"about_ca_topic_score_gemma":0.4028757,"domain_scores_codex":[0.999194,0.0001116882,0.00033455,0.00006244906,0.0002432753,0.00005400359],"domain_scores_gemma":[0.9991396,0.0004701813,0.0002483772,0.0000174123,0.00007667925,0.00004774801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003171838,0.000007775919,0.04263855,0.000003020441,0.00001495673,0.000001999533,0.9496912,0.00002205685,0.00003602892,0.002617685,0.00002786311,0.004907139],"study_design_scores_gemma":[0.0004708934,0.00003213515,0.4310375,0.000243242,0.000001759388,0.000003374151,0.5640833,0.0003137111,0.00002832951,0.0003113842,0.003415329,0.00005900226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947288,0.000671832,0.0001818215,0.004246816,0.00003232337,0.00006209156,0.000005741348,7.604938e-7,0.00006983778],"genre_scores_gemma":[0.9979942,0.0004031985,0.001005346,0.0005695022,0.0000209938,0.000001887543,0.000001561511,0.000001167891,0.000002086459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3883989,"threshold_uncertainty_score":0.9787609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259020146015997,"score_gpt":0.3599783178761607,"score_spread":0.234076303274561,"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."}}