{"id":"W2482360250","doi":"10.17485/ijst/2016/v9i26/97395","title":"Study on Learning Styles and Confucian Culture","year":2016,"lang":"en","type":"article","venue":"Indian Journal of Science and Technology","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hannam University","keywords":"Style (visual arts); Psychology; Learning styles; Social psychology; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005876541,0.00008136854,0.0001530129,0.0005624873,0.0002587946,0.00004113225,0.000228759,0.00008075059,0.00003949621],"category_scores_gemma":[0.0003691786,0.00004381115,0.00001293028,0.000404404,0.001652478,0.0001211127,0.00004832624,0.0003031469,0.00001578344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001333544,"about_ca_system_score_gemma":0.00005524333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002102607,"about_ca_topic_score_gemma":0.000003279695,"domain_scores_codex":[0.9991897,0.0000497371,0.0001558814,0.0001950972,0.0001970028,0.0002125653],"domain_scores_gemma":[0.9993539,0.00006451204,0.0001801923,0.00007557133,0.0002495153,0.00007633988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003354685,0.000113407,0.5348738,0.000001581396,0.00003990165,0.0004284616,0.0105733,2.27258e-8,0.005257885,0.01411564,0.0000804795,0.434482],"study_design_scores_gemma":[0.002335117,0.01068352,0.6793772,0.0002092115,0.00003305606,0.001695618,0.2919241,2.407932e-7,0.002128778,0.005569198,0.005799853,0.0002440416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950883,0.0002360299,0.00001267845,0.002195729,0.0001082952,0.0000580178,8.070562e-7,0.00001551,0.002284615],"genre_scores_gemma":[0.9994054,0.00005118537,0.00001695075,0.0000789113,0.00003812099,0.000001980281,2.081411e-8,0.000003648813,0.0004037223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4342379,"threshold_uncertainty_score":0.6088626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603787373914586,"score_gpt":0.3105102198374785,"score_spread":0.2944723460983326,"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."}}