{"id":"W4254091253","doi":"10.32920/ryerson.14647200","title":"Failed Refugee Claimants: Negotiating Rights, Security and Citizenship","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Citizenship; Negotiation; Political science; Moral panic; Government (linguistics); Immigration; Sociology; Law; Criminology; Gender studies; Politics","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":[0.008412107,0.0007046803,0.0004933362,0.003548096,0.0348427,0.02097026,0.002555884,0.004030858,0.005623256],"category_scores_gemma":[0.01749714,0.0004673403,0.0003226309,0.002621275,0.06502731,0.007831983,0.01259953,0.004916122,0.0004579046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02433345,"about_ca_system_score_gemma":0.02196872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5299621,"about_ca_topic_score_gemma":0.531661,"domain_scores_codex":[0.9927314,0.003181337,0.0001758674,0.0004688921,0.001379256,0.002063235],"domain_scores_gemma":[0.9926707,0.003976425,0.0008081021,0.0004709519,0.0009489728,0.001124969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002155403,0.00001341865,0.004569697,0.0000299773,0.00000705817,0.0009728815,0.9270438,0.00005432197,0.0003311144,0.05775625,0.0021255,0.00707452],"study_design_scores_gemma":[0.000003343733,0.000006320402,0.002626903,0.00009758141,0.000007155966,0.0001499742,0.9614491,0.0001088892,0.000138781,0.005704821,0.02969078,0.00001634712],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7921343,0.001672722,0.001913275,0.02641494,0.0002020464,0.00005621949,0.00006282788,0.00003333571,0.1775103],"genre_scores_gemma":[0.9948544,0.000277453,0.000219569,0.0003270025,0.0000139374,0.000009749474,0.00001709923,0.00001449545,0.004266253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5299621,"threshold_uncertainty_score":0.9456122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210014979491823,"score_gpt":0.304149015212603,"score_spread":0.2831475172634207,"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."}}