{"id":"W4400013643","doi":"10.5539/jel.v13n5p199","title":"The Outcomes of Competency-Based Program About Language for Communication for Early Primary School Students","year":2024,"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":"Psychology; Mathematics education; Pedagogy; Medical education; Medicine","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":[0.0009470287,0.00004922674,0.0001030355,0.00008301446,0.0002069925,0.0003127212,0.000329927,0.00002034784,0.000001430199],"category_scores_gemma":[0.0002216901,0.00003195454,0.00007285482,0.00009553276,0.00002562931,0.0001856791,0.00002008562,0.000130036,6.406067e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003243034,"about_ca_system_score_gemma":0.0006400184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003006267,"about_ca_topic_score_gemma":0.000005599923,"domain_scores_codex":[0.9993597,0.00008240305,0.0002757927,0.00005616367,0.0001526087,0.00007335678],"domain_scores_gemma":[0.998495,0.0008486017,0.0002441703,0.0001132231,0.0002546099,0.00004435219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003900899,0.0007988207,0.2581343,0.0005194441,0.0003187057,2.260664e-7,0.0518253,0.0002222467,0.000764835,0.1378196,0.007756229,0.5418012],"study_design_scores_gemma":[0.0003582148,0.0003885007,0.8453813,0.0003768391,0.00003313059,0.000008809455,0.003894415,0.001461443,0.00005723384,0.001258901,0.14669,0.00009129956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579864,0.01213752,0.01708836,0.01064247,0.0011649,0.0005795988,0.000001898662,0.00002881991,0.0003700322],"genre_scores_gemma":[0.9593229,0.00006788434,0.03854249,0.0001834261,0.0001543128,0.0000677563,0.000003987976,0.000006103491,0.001651185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5872469,"threshold_uncertainty_score":0.3015578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363673873143201,"score_gpt":0.3680584550629906,"score_spread":0.3544217163315586,"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."}}