{"id":"W2775125487","doi":"10.1177/0964663917746488","title":"What’s in a Category? The Politics of Not Being a Refugee","year":2017,"lang":"en","type":"article","venue":"Social & Legal Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Refugee; Politics; Context (archaeology); Immigration; Sovereignty; Political science; Immigration detention; Sociology; Law; Gender studies; Criminology; Political economy; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007764539,0.00008610342,0.0002052956,0.00003279268,0.003289432,0.0002640534,0.0002986234,0.00007471434,0.0000109683],"category_scores_gemma":[0.001026855,0.00006191299,0.00008423126,0.00008430249,0.0009307284,0.0007491012,0.00006447725,0.0001353669,0.000006136662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505918,"about_ca_system_score_gemma":0.0001635438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01804277,"about_ca_topic_score_gemma":0.1965676,"domain_scores_codex":[0.99891,0.0001660664,0.0002313095,0.0001273081,0.0003222285,0.0002431585],"domain_scores_gemma":[0.9993011,0.00009984034,0.0002023221,0.0001400975,0.0002340584,0.0000226114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006700674,0.0000205727,0.002397621,0.000009330997,0.00003425328,8.809735e-7,0.261231,3.083217e-7,0.00003950122,0.7308611,0.002122718,0.003275996],"study_design_scores_gemma":[0.0003842352,0.00006539371,0.06103158,0.00009381304,0.00005311283,2.187213e-7,0.3238264,0.000009797043,0.0006209071,0.07426953,0.5394031,0.0002419244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422314,0.001372627,0.000005846918,0.01963309,0.001048813,0.0002585396,0.000003622545,0.00002381449,0.03542223],"genre_scores_gemma":[0.9905219,0.001215298,0.000009952115,0.0002261792,0.0008272634,0.00002201432,0.000001062404,0.000005459793,0.007170872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6565916,"threshold_uncertainty_score":0.9980081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05987300661225521,"score_gpt":0.3932429253493782,"score_spread":0.333369918737123,"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."}}