{"id":"W1813799103","doi":"","title":"Levantine Arabic: A Surface Register Contrastive Study","year":2013,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modern Standard Arabic; Arabic; Linguistics; Variety (cybernetics); Arabic languages; Taxonomy (biology); Diglossia; Palestine; History; Computer science; Ancient history; Artificial intelligence; Philosophy; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001092386,0.00037264,0.0003126456,0.002225244,0.002202839,0.003133757,0.0004130024,0.0005035273,0.008389355],"category_scores_gemma":[0.004536952,0.0001359364,0.0001296742,0.002274219,0.002086176,0.00308309,0.001749899,0.001007427,0.001353796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218532,"about_ca_system_score_gemma":0.0004991604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763485,"about_ca_topic_score_gemma":0.003751354,"domain_scores_codex":[0.9994164,0.0002790141,0.00003974205,0.0000831661,0.0001235956,0.00005815539],"domain_scores_gemma":[0.997896,0.00123507,0.0002031222,0.0001536518,0.0004411606,0.00007090529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007872696,0.0007327842,0.03860995,0.0005116016,0.00003065651,0.004000499,0.7119892,0.0001423299,0.02313495,0.1022365,0.003596421,0.1142278],"study_design_scores_gemma":[0.00006971505,0.0006623187,0.1222412,0.0003673731,0.00006629178,0.002934333,0.7469468,0.001938647,0.007390895,0.01487089,0.1024368,0.00007461948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905491,0.0005300146,0.001884963,0.0003290923,0.00004624274,0.0001249359,0.0001424162,0.00001776186,0.09143359],"genre_scores_gemma":[0.993268,0.000240178,0.001006529,0.00007420073,0.00003539491,0.00006773065,0.0001191625,0.0000210639,0.005167769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008389355,"threshold_uncertainty_score":0.0280652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852957402755036,"score_gpt":0.290622827310286,"score_spread":0.2620932532827356,"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."}}