{"id":"W2038022723","doi":"10.1177/0020715211412116","title":"The curse of inopportune transitions: The labour market behaviour of immigrants and natives in the UK","year":2011,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Turkish; Commonwealth; Unemployment; Disadvantage; Demographic economics; Bulgarian; Economics; Transition (genetics); Labour economics; Political science; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001790381,0.0000604431,0.0001640958,0.00006867241,0.0001388666,0.00001251033,0.0005041489,0.00004837857,0.0001529787],"category_scores_gemma":[0.0001502795,0.00002963743,0.00007664015,0.00009072377,0.001586734,0.00009470646,0.00001515332,0.0002190265,4.263669e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002229564,"about_ca_system_score_gemma":0.0001504974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004530815,"about_ca_topic_score_gemma":0.007782621,"domain_scores_codex":[0.9981422,0.0009976589,0.000421993,0.00005134188,0.0002995479,0.00008727485],"domain_scores_gemma":[0.9980002,0.0007578402,0.0005210006,0.00005522973,0.000644516,0.00002119832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002151697,0.0001375188,0.04798734,0.000001402048,0.0001521061,0.00000546176,0.5386863,0.00000734963,0.0001042648,0.4113492,0.001031501,0.0003224548],"study_design_scores_gemma":[0.00062366,0.0001615534,0.6602955,0.00003028986,0.00003729844,0.00001765456,0.2921572,0.00008589124,0.00008066867,0.04496225,0.001487714,0.0000602642],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900783,0.0005213484,0.0001757507,0.006101662,0.0002466518,0.000108761,0.00003157286,0.000001149419,0.002734788],"genre_scores_gemma":[0.9985447,0.0009558192,0.00008451008,0.0002041794,0.00006046732,0.00000411971,0.000001033112,0.000001686003,0.0001434764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6123082,"threshold_uncertainty_score":0.5846387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06120365738032009,"score_gpt":0.3742219366439463,"score_spread":0.3130182792636262,"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."}}