{"id":"W4392191292","doi":"10.5430/elr.v13n1p12","title":"Acoustics of Emphatics and Uvulars in Bedouin Hijazi Arabic","year":2024,"lang":"en","type":"article","venue":"English Linguistics Research","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Linguistics; Acoustics; Mathematics education; Mathematics; Philosophy; Physics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001445943,0.0001912028,0.0003532123,0.0006081426,0.0001888569,0.0004834901,0.0002979798,0.0001051269,0.0004166389],"category_scores_gemma":[0.0434569,0.0001578156,0.00008261941,0.0003473469,0.0007374074,0.00004446365,0.0002091494,0.0007332084,0.00003549223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085273,"about_ca_system_score_gemma":0.0001306637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007188088,"about_ca_topic_score_gemma":0.0008168011,"domain_scores_codex":[0.9976423,0.0001540576,0.0005455103,0.0003888507,0.0007633001,0.0005059814],"domain_scores_gemma":[0.9942815,0.001063197,0.00005139652,0.0003189316,0.004154552,0.0001303822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002363818,0.0001476571,0.0007198622,0.001074062,0.0001511965,0.0003489211,0.1072095,0.0001569386,0.0001402299,0.878445,0.009786665,0.001796333],"study_design_scores_gemma":[0.0007155283,0.0003502887,0.0005193031,0.001105681,0.0002660407,0.000002202788,0.04738462,0.03261853,0.0004427532,0.08484262,0.8309155,0.0008369344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4960137,0.01463407,0.0002958653,0.0002224529,0.01326901,0.00101121,0.0006718277,0.0004849131,0.473397],"genre_scores_gemma":[0.9855585,0.0003560552,0.0006576161,0.00002004461,0.006989886,0.00001199585,0.00004559417,0.00004236125,0.006317985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8211288,"threshold_uncertainty_score":0.9646004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07002556802533216,"score_gpt":0.348516883515814,"score_spread":0.2784913154904818,"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."}}