{"id":"W4377261582","doi":"10.3167/arms.2023.060114","title":"Book Reviews","year":2023,"lang":"en","type":"article","venue":"Migration and Society","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Politics; Media studies; Refugee; Art history; Sociology; Art; Political science; Humanities; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007324851,0.00004768093,0.00008073226,0.000007617187,0.0005906881,0.00006491214,0.00004783977,0.00007114337,0.0002368534],"category_scores_gemma":[0.00005436368,0.00004378155,0.0001150451,0.0001904096,0.0001250342,0.0001023215,0.00001559992,0.00005865789,0.0001517829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002487284,"about_ca_system_score_gemma":0.00004090044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003226604,"about_ca_topic_score_gemma":0.0003281827,"domain_scores_codex":[0.9994046,0.00007243547,0.000103974,0.0001052868,0.0001353453,0.0001783684],"domain_scores_gemma":[0.9997553,0.00003280006,0.00002896042,0.00006574635,0.00002827255,0.00008888754],"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":[1.509622e-7,0.000005006215,0.000681137,0.000009618983,0.000004323781,1.328521e-7,0.08850621,3.03808e-7,0.00003752878,0.04569425,0.8635371,0.001524211],"study_design_scores_gemma":[0.00005502835,0.000003606764,0.001757638,0.000005681521,0.000003527621,6.361468e-8,0.00881851,0.0003505047,0.000005007155,0.0006394513,0.9883054,0.00005558916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.443416,0.07758466,0.002413619,0.1615077,0.002589625,0.003053908,0.00006959583,0.002458825,0.306906],"genre_scores_gemma":[0.157393,0.3094422,0.00100211,0.04622281,0.001606063,0.0001021192,0.0000783977,0.0000271273,0.4841262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2860231,"threshold_uncertainty_score":0.4543155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342559692754272,"score_gpt":0.3275592356941199,"score_spread":0.2841336387665772,"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."}}