{"id":"W7015903162","doi":"","title":"The use and misuse of immigration and refugee law for national security risks and punitive ends by Canada and the Netherlands","year":2022,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Punitive damages; Immigration; Refugee; National security; Immigration law; Deportation","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":[0.005732796,0.0002978457,0.0006657249,0.002479077,0.02535098,0.01304644,0.002213518,0.002625327,0.005659393],"category_scores_gemma":[0.02925303,0.0004700728,0.0004198566,0.004669834,0.008343657,0.00238147,0.003703178,0.004454318,0.0002624059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1064609,"about_ca_system_score_gemma":0.2383305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967056,"about_ca_topic_score_gemma":0.9986092,"domain_scores_codex":[0.9922883,0.001631308,0.0002559363,0.0004523431,0.002498157,0.002873859],"domain_scores_gemma":[0.97883,0.006478323,0.001682357,0.0003111516,0.006847271,0.00585102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001933113,0.0002225448,0.1865372,0.000298463,0.00006977134,0.001085488,0.5980412,0.0008131384,0.0002882731,0.05536528,0.08043238,0.07665305],"study_design_scores_gemma":[0.00002504199,0.0000282703,0.1584732,0.001077189,0.00004281461,0.0001778681,0.7376512,0.0004233381,0.0001451075,0.00116004,0.1006784,0.0001174869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87649,0.006803915,0.0001775292,0.03506367,0.0004803611,0.0001275831,0.000506989,0.00001504818,0.08033498],"genre_scores_gemma":[0.9750944,0.003854174,0.0002060706,0.002759152,0.0000240582,0.00003657015,0.0001091943,0.00003089747,0.01788542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064609,"threshold_uncertainty_score":0.7724319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513850173475153,"score_gpt":0.3600167336962671,"score_spread":0.3148782319615156,"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."}}