{"id":"W4410909198","doi":"10.1017/9781009614221.009","title":"Dehumanising Refugees","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Psychology; Geography; Archaeology","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":[0.001140589,0.0006202905,0.0003821323,0.0005198583,0.005862526,0.005531714,0.0005543077,0.001769176,0.009938558],"category_scores_gemma":[0.001393632,0.0001959819,0.000277016,0.0004808714,0.02255041,0.005024896,0.006550269,0.00377104,0.001614119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251241,"about_ca_system_score_gemma":0.003029378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005463079,"about_ca_topic_score_gemma":0.01374732,"domain_scores_codex":[0.9990143,0.000580786,0.00001755373,0.00008818589,0.0001413503,0.0001579042],"domain_scores_gemma":[0.9996963,0.0001302741,0.00002366535,0.0000558011,0.00003208338,0.00006189732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001596298,0.00002819017,0.0002049806,0.0001801833,0.000005901794,0.0004791083,0.15875,0.0001044933,0.0005989899,0.7755193,0.03358367,0.03052923],"study_design_scores_gemma":[0.000005416962,0.00003008848,0.0003349078,0.0004094995,0.000004013034,0.0004843143,0.05600262,0.00004013912,0.0002277411,0.04197026,0.9004807,0.00001027804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03921796,0.03647581,0.002529717,0.02063032,0.002071802,0.00005202493,0.00003223002,0.00005649333,0.8989336],"genre_scores_gemma":[0.4918373,0.03754658,0.002186746,0.01192326,0.0007704612,0.0001122524,0.00005537927,0.0001623095,0.4554057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009938558,"threshold_uncertainty_score":0.03324783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086337278463203,"score_gpt":0.2479384005970342,"score_spread":0.2270750278124022,"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."}}