{"id":"W4393341729","doi":"10.5130/ccs.v15.i3.8777","title":"Cosmopolitan Paradox? The Labour Market Experiences of Newcomer Skilled Workers","year":2024,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"Biomedical Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Labour economics; Business; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002747985,0.0003308131,0.0006463428,0.000927838,0.03173034,0.009243828,0.0015214,0.00170507,0.004017608],"category_scores_gemma":[0.003684354,0.0003214929,0.0003174658,0.001347822,0.02716915,0.003849241,0.006522298,0.004009204,0.0002161482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01764873,"about_ca_system_score_gemma":0.02420912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7423397,"about_ca_topic_score_gemma":0.8420365,"domain_scores_codex":[0.9975377,0.000921282,0.00003831565,0.0001735181,0.0003805016,0.0009486562],"domain_scores_gemma":[0.9976048,0.0007657093,0.0002466109,0.0001133904,0.00034908,0.0009202981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001672016,0.00001119929,0.002117991,0.0000200802,0.000002540255,0.0004321175,0.9917094,0.00001405234,0.0001500218,0.002931716,0.0008891841,0.001704965],"study_design_scores_gemma":[0.00000167405,0.000005556436,0.001340441,0.00002590493,0.000001997593,0.00008446289,0.9923484,0.00001439669,0.00002513084,0.0001917283,0.005952247,0.000008099252],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732652,0.0007306721,0.0002508376,0.006730917,0.0001010207,0.00002033233,0.00003063723,0.000008783593,0.01886153],"genre_scores_gemma":[0.996387,0.0002995086,0.00006967653,0.0005943984,0.00001271346,0.000007527691,0.000009582061,0.000007723142,0.002611938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7423397,"threshold_uncertainty_score":0.5183555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725383411365883,"score_gpt":0.3462919389678911,"score_spread":0.3290381048542322,"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."}}