{"id":"W2133279584","doi":"10.3968/j.css.1923669720130906.2973","title":"Colonial Impact on the Socio-Communicative Functions of Arabic Language in Nigeria: An Overview","year":2013,"lang":"en","type":"article","venue":"Canadian social science","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subversion; Arabic; Colonialism; Modern language; Scripting language; Linguistics; History; TRACE (psycholinguistics); Islam; Official language; Political science; Foreign language; Law; Computer science; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008722089,0.00006892291,0.0001360608,0.00008564973,0.00195523,0.00004942226,0.0005896022,0.00005259978,0.0006594434],"category_scores_gemma":[0.001056583,0.00004780853,0.00005170195,0.0010383,0.002139527,0.0001127591,0.00002924943,0.0001479951,0.00006718233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303071,"about_ca_system_score_gemma":0.001240871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6002269,"about_ca_topic_score_gemma":0.5648838,"domain_scores_codex":[0.9988257,0.0002142843,0.0001226556,0.0001436289,0.0002947902,0.0003989862],"domain_scores_gemma":[0.9991609,0.0002343014,0.00006004611,0.0001518951,0.0001580428,0.000234766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000006443066,0.00009435658,0.03536972,0.000004193276,0.00001514703,0.000004505836,0.6468235,0.000001468326,0.0002848788,0.2967599,0.01194599,0.008689859],"study_design_scores_gemma":[0.0002993471,0.0002484219,0.4514121,0.00004987075,0.00001664887,3.2381e-7,0.4116038,0.00003035736,0.00002527019,0.01176915,0.1240554,0.0004892441],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7458827,0.0002547808,6.348042e-7,0.00513407,0.0003332437,0.0002657174,0.00002695755,0.00001240043,0.2480895],"genre_scores_gemma":[0.9988562,0.00002744286,0.00000917164,0.0003794974,0.0001975589,0.00003036739,8.540646e-7,0.000002985593,0.0004959118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4160424,"threshold_uncertainty_score":0.9993441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828269982482,"score_gpt":0.353074418061362,"score_spread":0.3047917182365419,"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."}}