{"id":"W4411224129","doi":"10.1093/ahr/rhaf144","title":"Ella Fratantuono. <i>Governing Migration in the Late Ottoman Empire</i>.","year":2025,"lang":"en","type":"article","venue":"The American Historical Review","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ottoman empire; Ancient history; Empire; History; Political science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005408366,0.00016618,0.0005422332,0.00002735861,0.002442697,0.00008565098,0.0005954361,0.00001465739,0.0001456671],"category_scores_gemma":[0.0002952845,0.00007742598,0.0002846492,0.000277187,0.0003180502,0.00007750787,0.00006531326,0.0002702188,0.0001564692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719827,"about_ca_system_score_gemma":0.00002403593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01644509,"about_ca_topic_score_gemma":0.006039453,"domain_scores_codex":[0.9986396,0.0002883509,0.0003799242,0.000194507,0.0002753389,0.000222289],"domain_scores_gemma":[0.9988848,0.0002832765,0.0003040656,0.0004292235,0.00006833555,0.0000302745],"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":[0.00001109511,0.00006970277,0.0003833712,0.0001897855,0.00007208718,0.000006713398,0.02128046,0.000001756631,0.000004866888,0.01494247,0.9068372,0.05620047],"study_design_scores_gemma":[0.00004215529,0.00002922828,0.0002453537,0.0002256407,0.000164991,3.260181e-7,0.0009491249,0.00001339723,1.044084e-7,0.0004790924,0.997739,0.0001115741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02987767,0.3836209,0.00003952159,0.5481256,0.0005733349,0.0005446547,0.000008435384,0.00007061519,0.0371393],"genre_scores_gemma":[0.2234749,0.647198,0.00002700473,0.03893408,0.000734866,0.000239498,0.00001717132,0.00002342304,0.08935102],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5091915,"threshold_uncertainty_score":0.998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560158575859725,"score_gpt":0.257211551523471,"score_spread":0.2316099657648738,"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."}}