{"id":"W4285464682","doi":"10.32920/ryerson.14668821","title":"Steps toward universalism in immigration policies : Canada and Germany","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naturalization; Immigration; Appeal; Universalism; Political science; Emigration; Citizenship; Salary; Multiculturalism; Politics; Political economy; Sociology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004472389,0.0003568196,0.000491226,0.002025442,0.01618486,0.01061878,0.002030965,0.003390632,0.006530195],"category_scores_gemma":[0.008475957,0.0002846387,0.000467245,0.003197327,0.008049482,0.003579485,0.005772776,0.00422495,0.00025772],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1454341,"about_ca_system_score_gemma":0.2714127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891927,"about_ca_topic_score_gemma":0.9925153,"domain_scores_codex":[0.9924717,0.000690226,0.0001507217,0.000431258,0.00157736,0.004678746],"domain_scores_gemma":[0.9940264,0.0008386241,0.0002347095,0.000234132,0.001827918,0.002838183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001533223,0.00007691771,0.01719189,0.0001650241,0.00005682899,0.0008205589,0.01252464,0.001678122,0.0003798312,0.8545213,0.06164984,0.05078175],"study_design_scores_gemma":[0.000157745,0.0001075521,0.1212392,0.001913203,0.0001369292,0.0003982917,0.07780475,0.003068995,0.001841877,0.08390437,0.7090213,0.0004059049],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4490877,0.01322258,0.00201593,0.2981744,0.0009726466,0.0001349973,0.001009354,0.0001421883,0.2352403],"genre_scores_gemma":[0.9386714,0.003292262,0.001741369,0.01829302,0.00006379103,0.00004533536,0.0002939294,0.0000502194,0.03754861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1454341,"threshold_uncertainty_score":0.9911753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056228778748974,"score_gpt":0.264379828658641,"score_spread":0.2438175408711512,"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."}}