{"meta":{"query_hash":"0e7b33c0f66f","filters":{"venue":"Journal of Arabic Sociolinguistics"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0e7b33c0f66f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Arabic+Sociolinguistics"},"results":[{"id":"W4402769657","doi":"10.3366/arabic.2024.0029","title":"Makkan Arabic in the digital age: A sociolinguistic analysis of the representation of fricative, stop, and sibilant variation in WhatsApp text messages","year":2024,"lang":"en","type":"article","venue":"Journal of Arabic Sociolinguistics","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Manitoba","funders":"","keywords":"Arabic; Variation (astronomy); Representation (politics); Linguistics; Sociolinguistics; Philosophy; Political science","score_opus":0.0238630425854055,"score_gpt":0.30921578817118456,"score_spread":0.28535274558577906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402769657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95985687,0.00402197,0.015474926,0.0017833188,0.0004204699,0.00033885872,0.000032435823,0.000022862669,0.018048292],"genre_scores_gemma":[0.99873143,0.0001610723,0.00094252196,0.000069602225,0.00004319958,0.000002260528,0.0000030676256,0.0000054846187,0.000041379888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99830794,0.00026208386,0.0007541946,0.00014906854,0.0004085189,0.00011820831],"domain_scores_gemma":[0.9972765,0.0014504344,0.000556529,0.00044865068,0.00023988642,0.000027985216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010393488,0.00010403236,0.00033664415,0.00039108834,0.00004316582,0.00021493094,0.0008325223,0.000059384405,0.0000027808367],"category_scores_gemma":[0.0031595535,0.00006391217,0.00018383923,0.0014873855,0.00017028824,0.00016773812,0.00013385291,0.00034408085,5.1450405e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006586789,0.00088340783,0.04924094,0.00030812592,0.001200501,0.0002775635,0.35775563,0.0066457363,0.0008043112,0.5619595,0.00022746947,0.02063095],"study_design_scores_gemma":[0.00070857396,0.00016654856,0.8349126,0.0005212729,0.00055672316,0.000044180055,0.009925521,0.072819345,0.000096377735,0.078972414,0.0010104526,0.00026600913],"about_ca_topic_score_codex":0.000053557047,"about_ca_topic_score_gemma":0.000035389403,"teacher_disagreement_score":0.78567165,"about_ca_system_score_codex":0.00007001174,"about_ca_system_score_gemma":0.00013472929,"threshold_uncertainty_score":0.3782509},"labels":[],"label_agreement":null}]}