{"id":"W4293716744","doi":"10.5430/wjel.v12n6p343","title":"Social Attitudes Towards Bedouin and Sedentary Dialects in Central Najd","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Civilization; Psychology; Test (biology); Demography; Geography; Sociology; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000908392,0.00005625515,0.0001543888,0.0001876829,0.0002662932,0.00003721466,0.0001633424,0.00002453204,0.001034252],"category_scores_gemma":[0.001027329,0.00005798206,0.00005346056,0.0002618624,0.00007573472,0.00007616726,0.00006499545,0.0003100162,5.041644e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827004,"about_ca_system_score_gemma":0.0002090598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122167,"about_ca_topic_score_gemma":0.006081863,"domain_scores_codex":[0.9988518,0.0003092148,0.0002212825,0.00008129494,0.0003144114,0.000222013],"domain_scores_gemma":[0.9995632,0.00008393444,0.0001425674,0.00003543221,0.0000904745,0.00008439415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001416612,0.0002915059,0.07080249,0.00001562441,0.00006256084,0.001060789,0.8801748,0.0000707185,0.0002475195,0.02207025,0.01399339,0.01106865],"study_design_scores_gemma":[0.003781755,0.000194256,0.134543,0.00004673007,0.00007151039,0.00002802001,0.1425405,0.00001423235,0.00007425833,0.001037304,0.7172818,0.0003866588],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696752,0.001066109,0.000006634852,0.001396708,0.002713702,0.00008904832,0.00001077989,0.00001750357,0.02502432],"genre_scores_gemma":[0.9960902,0.00004059315,0.0001721725,0.0005550144,0.002371557,0.000002118468,0.000002917018,0.000005942351,0.0007594542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7376344,"threshold_uncertainty_score":0.9998789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559958723607219,"score_gpt":0.3080397168050038,"score_spread":0.2924401295689316,"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."}}