{"id":"W2512306115","doi":"10.3197/np.2016.200208","title":"Robert S.G. Fletcher, <i>British Imperialism and the Tribal Question: Desert Administration and Nomadic Societies in the Middle East, 1919-1936</i>","year":2016,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Administration (probate law); Desert (philosophy); Middle East; Ancient history; History; Geography; Anthropology; Ethnology; Archaeology; Political science; Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001290328,0.0001144142,0.0002019197,0.00002469656,0.0008477137,0.0001975283,0.0002310741,0.0001158922,0.0001117434],"category_scores_gemma":[0.0002835625,0.00006563325,0.00008186954,0.0002241389,0.001288678,0.0002639281,0.0000256965,0.00009577192,0.000005996827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006443479,"about_ca_system_score_gemma":0.0002033966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003218106,"about_ca_topic_score_gemma":0.06586868,"domain_scores_codex":[0.998458,0.000586424,0.0002101349,0.0002351186,0.0002809952,0.0002292964],"domain_scores_gemma":[0.9992529,0.0003896319,0.00009479388,0.0001448579,0.00004627585,0.00007152277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004532347,0.0002687908,0.02907241,0.00007139429,0.0001832996,0.00006856825,0.7226285,0.000001155914,0.0009613414,0.1585031,0.05153044,0.03625773],"study_design_scores_gemma":[0.007611919,0.0003727261,0.08353028,0.0004536718,0.0006649064,0.0002489564,0.3559023,0.00004068822,0.00007504078,0.03439279,0.5154287,0.001278032],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961105,0.008035464,0.00007697267,0.01853035,0.0001464631,0.0002776514,0.00001656732,0.00004205345,0.01176946],"genre_scores_gemma":[0.9928505,0.001813238,0.00004172939,0.0006935757,0.0004082606,0.00006291833,0.000004423759,0.000006178559,0.004119185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4638982,"threshold_uncertainty_score":0.9511768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861206349017087,"score_gpt":0.2441622582440146,"score_spread":0.2255501947538437,"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."}}