{"id":"W4414619266","doi":"10.5539/jel.v15n1p166","title":"The Current Situation and Needs for Developing Curriculum to Promote Reading Habits and Reading Literacy Using Isan Local Literature for Primary School Learners","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Reading (process); Literacy; Curriculum development; National curriculum; Primary education; Focus group","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":[],"consensus_categories":[],"category_scores_codex":[0.0009179868,0.0000905526,0.0001302842,0.0002916027,0.0006230578,0.0007328939,0.0001058143,0.00003302107,1.414343e-7],"category_scores_gemma":[0.0006033508,0.00006779854,0.00003028398,0.0003502445,0.00002038251,0.0005735346,0.00004246822,0.0002263408,1.171391e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144296,"about_ca_system_score_gemma":0.0005102354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001035026,"about_ca_topic_score_gemma":9.099663e-7,"domain_scores_codex":[0.9992597,0.00007704307,0.0003019852,0.0001244366,0.00009828522,0.0001385919],"domain_scores_gemma":[0.9988325,0.0003226288,0.0002539827,0.00006108373,0.0004384632,0.00009136576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001666041,0.00003266646,0.01498937,0.0003530855,0.00003110717,8.784202e-8,0.04290055,0.0002321281,0.0009699193,0.03772119,0.001377819,0.9013754],"study_design_scores_gemma":[0.001021897,0.0004176206,0.1132234,0.01040841,0.0001021552,0.0002800082,0.02019357,0.04363965,0.0003369621,0.01029145,0.7994899,0.0005949549],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6470991,0.006531574,0.3367163,0.008186638,0.001078051,0.0003171192,4.207697e-7,0.000008199086,0.00006255356],"genre_scores_gemma":[0.9072531,0.0004183754,0.08968718,0.0007780367,0.0007128823,0.00002748014,0.000004827016,0.00001054561,0.001107525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9007804,"threshold_uncertainty_score":0.7067313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341331588339539,"score_gpt":0.3355523399544528,"score_spread":0.3221390240710574,"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."}}