{"id":"W4392000053","doi":"10.5539/jel.v13n2p119","title":"Development of an Instructional Model to Enhance Competency in the Thai Language for Grade 6 Students","year":2024,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Psychology; Mathematics education; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490376,0.0005608848,0.00026601,0.0008229276,0.0004452942,0.001410636,0.0010846,0.0005793367,0.002266536],"category_scores_gemma":[0.003104203,0.0002015284,0.0004037669,0.0002854058,0.0003304528,0.001166754,0.001104401,0.0006104908,0.0005374897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211272,"about_ca_system_score_gemma":0.005329237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404712,"about_ca_topic_score_gemma":0.00385501,"domain_scores_codex":[0.9992189,0.0003372021,0.00005601101,0.00008041439,0.0002510436,0.00005633635],"domain_scores_gemma":[0.9988398,0.0004328737,0.0001241451,0.00007047863,0.0003820332,0.0001507155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002411986,0.0039052,0.0147501,0.00144101,0.00006062034,0.0004698791,0.006665771,0.0228423,0.02213765,0.02665363,0.008845251,0.8919874],"study_design_scores_gemma":[0.001218045,0.01239231,0.04189517,0.004111587,0.000781791,0.001859909,0.01742339,0.5725772,0.09934435,0.03596164,0.2119989,0.0004356779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3367501,0.0005703308,0.5931807,0.003271179,0.0002555795,0.00504718,0.0003904447,0.002660525,0.05787393],"genre_scores_gemma":[0.401097,0.000502507,0.5897084,0.0002756601,0.00001568505,0.002320619,0.0002781229,0.00004108371,0.005760983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002404712,"threshold_uncertainty_score":0.008788407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05452989742196097,"score_gpt":0.4784587185477546,"score_spread":0.4239288211257936,"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."}}