{"id":"W4415219289","doi":"10.37284/eajass.8.4.3844","title":"Pupils’ Roles as Agents of Implementation of the Mother Tongue Policy in Rural Contexts in Uganda","year":2025,"lang":"en","type":"article","venue":"East African Journal of Arts and Social Sciences","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Focus group; Citizen journalism; Active listening; Qualitative research; Participatory action research; Relevance (law); Qualitative property; Bridging (networking); Data collection; Rural area","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006735008,0.0002392923,0.0003697219,0.0006845721,0.005384961,0.003573815,0.0006643482,0.00100278,0.002223466],"category_scores_gemma":[0.007184163,0.0004315471,0.0002190144,0.0003541815,0.003620211,0.001933803,0.003844309,0.001107116,0.000293188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859249,"about_ca_system_score_gemma":0.00240945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004636861,"about_ca_topic_score_gemma":0.007989721,"domain_scores_codex":[0.9951014,0.003597322,0.0001501703,0.0002310562,0.0002846952,0.0006354108],"domain_scores_gemma":[0.9969869,0.001395799,0.0006787673,0.0001202208,0.0002776241,0.0005407039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006106005,0.0001162085,0.0507478,0.0001735509,0.00001026037,0.00106398,0.9284763,0.00004334409,0.001151907,0.003431718,0.0003510053,0.01437282],"study_design_scores_gemma":[0.00001549135,0.0003287017,0.06528928,0.0004144176,0.00002463229,0.0003146034,0.9004768,0.00009437282,0.000523765,0.0008076001,0.03168232,0.00002807361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930131,0.0004826402,0.0003000381,0.0008664315,0.00001749232,0.00004142036,0.00001016057,0.000004212602,0.005264563],"genre_scores_gemma":[0.9971244,0.0003749459,0.0004051558,0.0001053457,0.000005371855,0.00003706467,0.000005461526,0.000004148274,0.001938265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006735008,"threshold_uncertainty_score":0.03561854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483381468348498,"score_gpt":0.3202756424393485,"score_spread":0.2954418277558635,"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."}}