{"id":"W2973626560","doi":"10.1093/jrs/fez075","title":"‘Perfect Vision’: An Examination of the Role of Census and Profiling Practices in Visualizing and Crafting Refugee ‘Groups’ under Contemporary Group-resettlement Programmes","year":2019,"lang":"en","type":"article","venue":"Journal of Refugee Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Refugee; Ethnic group; Profiling (computer programming); Census; Persecution; Gender studies; Homogeneous; Social group; Sociology; Political science; Social psychology; Law; Psychology; Population; Social science; Demography; Politics; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0334188,0.0003752811,0.0002896606,0.004142796,0.009265343,0.009848494,0.002332551,0.001307919,0.003125588],"category_scores_gemma":[0.04882861,0.0006459856,0.000276154,0.002766076,0.02086362,0.008667055,0.009947293,0.002794771,0.0002511772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005956109,"about_ca_system_score_gemma":0.00457389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797191,"about_ca_topic_score_gemma":0.03187984,"domain_scores_codex":[0.9753639,0.02108749,0.0003912465,0.0005667722,0.001683935,0.0009066993],"domain_scores_gemma":[0.9680694,0.02219805,0.002631042,0.002574542,0.003106654,0.001420252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001648028,0.0000299957,0.004569841,0.00008022926,0.000002784269,0.0001225283,0.961144,0.00006233072,0.0002362517,0.01440098,0.001031026,0.01830358],"study_design_scores_gemma":[0.000003316128,0.00003937843,0.007311892,0.0001891829,0.000005594901,0.0001354985,0.9584748,0.0002257195,0.0003086202,0.00248967,0.03080006,0.00001627347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901552,0.001252989,0.01181933,0.009926396,0.0001382653,0.0001922535,0.00006693353,0.0001216101,0.07493027],"genre_scores_gemma":[0.9923706,0.0005902149,0.004376112,0.0003041108,0.0000202564,0.00007472368,0.00002603117,0.00005637341,0.002181584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9907346,"threshold_uncertainty_score":0.1767377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04866644228647904,"score_gpt":0.3948027534785163,"score_spread":0.3461363111920372,"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."}}