{"id":"W4410965044","doi":"10.1515/multi-2024-0176","title":"A quarter century of online discussions on Arabic and Kurdish in Turkey: a comparative analysis of language attitudes and controversies","year":2025,"lang":"en","type":"article","venue":"Multilingua","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Arabic; Linguistics; Psychology; History; Philosophy; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939101,0.00007654467,0.0003202132,0.0003827426,0.00007328345,0.00001416099,0.0000703004,0.00005136662,0.00003811653],"category_scores_gemma":[0.0004652436,0.0000608209,0.00005699718,0.0005279026,0.0002714769,0.00004143525,0.00002234779,0.00008358163,3.244858e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002549271,"about_ca_system_score_gemma":0.00009445665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01085212,"about_ca_topic_score_gemma":0.02065705,"domain_scores_codex":[0.9992604,0.0001363794,0.0002218384,0.0001528385,0.0001089771,0.0001195949],"domain_scores_gemma":[0.9990895,0.0006054587,0.00008936409,0.0001042659,0.00006040513,0.0000510444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000157895,0.0008565925,0.2372939,0.00009488147,0.0004019983,0.00000165731,0.7406814,0.0002704333,0.001446826,0.007412719,0.000125687,0.01125604],"study_design_scores_gemma":[0.0009458134,0.00004020043,0.7718989,0.0001649821,0.0001912141,4.317384e-8,0.2202464,0.00375198,0.0004159833,0.00004629402,0.002182688,0.0001155156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948784,0.0005136332,0.000002555305,0.0008048896,0.00006466587,0.000156562,0.00007059143,0.000008937781,0.003499781],"genre_scores_gemma":[0.9991893,0.0001085378,0.000116482,0.0001478524,0.00002108273,0.000003384456,0.0000133257,0.000001607629,0.0003984756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5346049,"threshold_uncertainty_score":0.9972134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03456617839197637,"score_gpt":0.4702393167120645,"score_spread":0.4356731383200881,"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."}}