{"id":"W2274274538","doi":"10.1080/13876988.2015.1095429","title":"“The Good, the Bad and the Ugly” Reconsidered: A Comparison of German, Canadian and Spanish Labour Migration Policies","year":2015,"lang":"en","type":"article","venue":"Journal of Comparative Policy Analysis Research and Practice","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; German; Skepticism; Politics; Immigration policy; Economics; Migrant workers; Political science; Political economy; Labour economics; Economic growth; Law; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0121489,0.00009089287,0.0003425757,0.0004224793,0.001700467,0.0006741182,0.0002271967,0.00005911945,0.00001081251],"category_scores_gemma":[0.006972915,0.00004461622,0.00006953491,0.001277935,0.001643918,0.0007474982,0.00003242341,0.000470397,0.000001732492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111947,"about_ca_system_score_gemma":0.001330815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4923137,"about_ca_topic_score_gemma":0.9166717,"domain_scores_codex":[0.9936793,0.004667691,0.0004922849,0.0001031943,0.000786332,0.0002712418],"domain_scores_gemma":[0.9898441,0.006690798,0.0006080715,0.0001479071,0.002397182,0.0003119856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001079996,0.00008225544,0.01914001,0.000007576156,0.001312276,0.000001939434,0.4414325,0.00006419857,0.00006732964,0.4931691,0.04081488,0.002827853],"study_design_scores_gemma":[0.0005621233,0.0003032009,0.01990072,0.00001453267,0.0002959774,0.00002701811,0.2029373,0.001899791,0.00007815798,0.02187763,0.752022,0.00008153271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7589619,0.008777864,0.00009871904,0.2165229,0.0000541775,0.0003148905,0.00001291517,0.000002499373,0.01525409],"genre_scores_gemma":[0.9915111,0.006523907,0.00007648473,0.0002917377,0.0003339783,0.000005373819,0.000001561778,0.000002762007,0.001253063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7112071,"threshold_uncertainty_score":0.9995992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965732113400108,"score_gpt":0.5302246800214752,"score_spread":0.3336514686814644,"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."}}