{"id":"W4404506521","doi":"10.1177/01979183241297866","title":"Book Review: Framing Refugees Drewski, Daniel and Jürgen Gerhards 2024. <i>Framing Refugees: How the Admission of Refugees is Debated in Six Countries across the World</i> . Oxford: OUP. 307 pages. Hardcover $115 USD","year":2024,"lang":"en","type":"article","venue":"International Migration Review","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Framing (construction); Refugee; Political science; Sociology; Media studies; History; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003090234,0.0003883544,0.0005839996,0.0001796816,0.0006080124,0.0006369448,0.0007328265,0.0001756019,0.001651768],"category_scores_gemma":[0.001859859,0.0002399947,0.0002946098,0.001037151,0.0003784945,0.001536094,0.000126276,0.000525495,0.00003638078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146738,"about_ca_system_score_gemma":0.0004031371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000575216,"about_ca_topic_score_gemma":0.01667256,"domain_scores_codex":[0.9957586,0.0006675966,0.001209612,0.0006329846,0.001323712,0.0004075301],"domain_scores_gemma":[0.9974586,0.0006602752,0.0005949923,0.0004761868,0.0006953374,0.0001146507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001725546,0.00003945473,0.0005594849,0.001737876,0.00010181,0.000004535786,0.004612864,0.000005759902,0.000199664,0.004829987,0.9750401,0.01285121],"study_design_scores_gemma":[0.0001315787,0.00003386995,0.0005425541,0.01618271,0.000113699,0.000007137299,0.0004906617,0.0006878799,0.0003116191,0.000227792,0.9810011,0.000269354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004774037,0.8879936,0.0003323725,0.1019583,0.001205064,0.001669382,0.0001661333,0.00009983511,0.001801245],"genre_scores_gemma":[0.01046057,0.8905714,0.0001272092,0.0263456,0.0005604305,0.0002898691,0.0002163968,0.00004260805,0.07138595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07561269,"threshold_uncertainty_score":0.9992608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556919859936846,"score_gpt":0.3430276000685793,"score_spread":0.3274584014692108,"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."}}