{"id":"W2298913401","doi":"","title":"National Security and Canadian Immigration: Deconstructing the Discourse of Trade-Offs","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Immigration; Refugee; National security; Political science; Immigration policy; Human rights; Political economy; Human security; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01026865,0.001413955,0.001161362,0.0096886,0.06514073,0.02656555,0.003785251,0.006086397,0.009975429],"category_scores_gemma":[0.01624808,0.0005763686,0.0007341093,0.01698734,0.06483899,0.007849232,0.01100659,0.008715083,0.0004596515],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.3246745,"about_ca_system_score_gemma":0.2564953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932495,"about_ca_topic_score_gemma":0.9949203,"domain_scores_codex":[0.9892216,0.002743243,0.0002220897,0.0007934889,0.003293258,0.00372635],"domain_scores_gemma":[0.9912906,0.004119822,0.0005008873,0.0003022373,0.002491269,0.001295184],"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":[0.00004688526,0.00001222697,0.001498109,0.0001361425,0.00001194476,0.0002888156,0.3225067,0.0002990508,0.0001307871,0.6475481,0.01484479,0.01267647],"study_design_scores_gemma":[0.00002464859,0.00001422318,0.005360418,0.001048848,0.00004604493,0.0001704772,0.458162,0.0005868911,0.0002142486,0.04639051,0.4878621,0.0001196469],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1690055,0.0277309,0.001788225,0.1317613,0.0011832,0.00006405333,0.0003141449,0.0000719792,0.6680807],"genre_scores_gemma":[0.9600635,0.01109989,0.001107262,0.005489581,0.0001980133,0.00004649661,0.00009270592,0.00006911101,0.02183333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3246745,"threshold_uncertainty_score":0.7832819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006805167615339631,"score_gpt":0.2787394869545874,"score_spread":0.2719343193392478,"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."}}