{"id":"W2559305859","doi":"","title":"The Arabic Language—Its Role in History, by Anwar G. Chejne.","year":2016,"lang":"en","type":"article","venue":"Journal of History","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arabic; Linguistics; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054926,0.00007582444,0.0001816957,0.00006808933,0.0001866871,0.000004013666,0.0003110424,0.00005688296,0.0003509939],"category_scores_gemma":[0.001964412,0.00004173935,0.00009414983,0.00005700333,0.0003389938,0.00007871994,0.00001750025,0.0001638549,0.00005173724],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005141274,"about_ca_system_score_gemma":0.0004074092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005815845,"about_ca_topic_score_gemma":0.0007676636,"domain_scores_codex":[0.9987938,0.0001699782,0.0003123796,0.00008766801,0.000406341,0.0002297969],"domain_scores_gemma":[0.9990038,0.0003790755,0.0002694594,0.00009040361,0.0001488075,0.0001084448],"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":[0.00004348268,0.00007371957,0.0006827962,0.000003714801,0.00001963303,0.00006171107,0.0416597,1.0389e-7,0.002645677,0.003436002,0.9338884,0.01748506],"study_design_scores_gemma":[0.0002317789,0.00004406496,0.0006442671,0.00002683446,0.000009231497,0.000002594902,0.001706364,2.76225e-7,0.00001478953,0.0001796842,0.9970692,0.00007091186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05173105,0.5605726,0.00004290967,0.00781893,0.01107911,0.0001416767,0.000003549448,0.00003834781,0.3685718],"genre_scores_gemma":[0.8385484,0.003204511,0.00005037583,0.0003241333,0.001637978,0.000004775902,9.556735e-8,0.00001445144,0.1562152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7868174,"threshold_uncertainty_score":0.9986778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849124115981876,"score_gpt":0.256818572479837,"score_spread":0.2383273313200183,"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."}}