{"id":"W4387573724","doi":"10.23977/aetp.2023.071301","title":"Hybrid Curriculum Design of Comprehensive Japanese on the Basis of Task-based Teaching","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Task (project management); Computer science; Mathematics education; Teaching method; Language education; Space (punctuation); Multimedia; Pedagogy; Engineering; Psychology","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":[0.0003718744,0.0001100366,0.0001800905,0.0007875851,0.000103065,0.000003246454,0.0007157444,0.000113876,0.0000128545],"category_scores_gemma":[0.0001854572,0.0000867585,0.00002556588,0.0009446776,0.0005780999,0.0001126603,0.00007590211,0.0003422894,0.0000116402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000015047,"about_ca_system_score_gemma":0.0000944924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003977153,"about_ca_topic_score_gemma":0.000001331918,"domain_scores_codex":[0.9989676,0.0001483437,0.0002712266,0.0003238521,0.0001084386,0.0001805494],"domain_scores_gemma":[0.9979379,0.001331083,0.0001816399,0.0004503957,0.00008255547,0.00001648166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009453288,0.0003871137,0.01566593,0.00001628663,0.00001394501,0.000001773808,0.0001315932,0.0005726559,0.0007408492,0.9727348,0.001629404,0.008096178],"study_design_scores_gemma":[0.0005144734,0.0004652177,0.04765109,0.0001122104,0.000007678256,0.0000521364,0.001152253,0.003918669,0.003533381,0.9365351,0.005838965,0.0002188231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8544088,0.001678317,0.02196663,0.1195931,0.0008320057,0.0003388905,0.000007924238,0.0001310294,0.001043346],"genre_scores_gemma":[0.98407,0.0002834827,0.01475825,0.0006866693,0.00001495484,0.0001443451,0.000005989044,0.000004390942,0.00003188895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296612,"threshold_uncertainty_score":0.3537909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237903604210996,"score_gpt":0.3641434690037791,"score_spread":0.3403531085826795,"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."}}