{"id":"W3031171953","doi":"10.5539/res.v12n2p64","title":"Examining the Scientific Argumentation Implemented Through a Social Constructivism-Based Curriculum Designed for Primary Science Education in a Confucian Heritage Culture: A Case Study in Vietnam","year":2020,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argumentation theory; Curriculum; Social constructivism; Constructivism (international relations); Sociology; Pedagogy; Engineering ethics; Mathematics education; Epistemology; Psychology; Political science; Engineering; Law; Politics; Philosophy","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":[0.006638527,0.0003093822,0.0004467683,0.001001815,0.00492423,0.003110309,0.001176829,0.001015817,0.001885239],"category_scores_gemma":[0.006086089,0.0002478964,0.0003269011,0.001071006,0.002995511,0.001447523,0.002060111,0.001419873,0.0002111267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006196859,"about_ca_system_score_gemma":0.01014742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074525,"about_ca_topic_score_gemma":0.02354107,"domain_scores_codex":[0.9954695,0.003137463,0.0001524336,0.0002724735,0.0004690151,0.0004991331],"domain_scores_gemma":[0.9939757,0.003495614,0.0005410556,0.0003226217,0.0007213998,0.000943638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001287861,0.003144407,0.04277093,0.001301084,0.00003883963,0.01133449,0.824624,0.0007863893,0.004763912,0.009734423,0.00157686,0.09979592],"study_design_scores_gemma":[0.0001036898,0.001199907,0.05019907,0.0008241274,0.00005776237,0.002263438,0.8751747,0.00151826,0.004687584,0.002260952,0.06167252,0.00003812489],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908952,0.0002472947,0.001230009,0.0003703675,0.00001659835,0.0002133386,0.00001406604,0.000005625201,0.007007476],"genre_scores_gemma":[0.9931874,0.0004578427,0.003064804,0.000087565,0.000005847437,0.0001064554,0.00001980208,0.00000780628,0.003062509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074525,"threshold_uncertainty_score":0.04496157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.200850055565032,"score_gpt":0.4727595484665085,"score_spread":0.2719094929014764,"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."}}