{"id":"W2094941028","doi":"10.5539/jel.v1n1p67","title":"Best Mentoring Practices of Design Education at the Design High School Level and Instructional Resources","year":2012,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Curriculum; Data collection; Instructional design; Research design; Mathematics education; Pedagogy; Psychology; Sociology","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":[0.01548113,0.0005403645,0.0003342403,0.001860479,0.004511133,0.005647518,0.001785554,0.001650543,0.005029636],"category_scores_gemma":[0.03431125,0.0004308081,0.0006703844,0.001042736,0.001510498,0.003948532,0.00486651,0.001632001,0.001124418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002750346,"about_ca_system_score_gemma":0.005192919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327205,"about_ca_topic_score_gemma":0.00461464,"domain_scores_codex":[0.9790089,0.01404293,0.000860651,0.001153345,0.003335337,0.001598941],"domain_scores_gemma":[0.9787668,0.007766235,0.001905184,0.003907513,0.003924927,0.00372927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001414473,0.002379378,0.03325797,0.0005279709,0.00005636583,0.0006132128,0.0569186,0.0009485683,0.003387835,0.008927113,0.008697553,0.884144],"study_design_scores_gemma":[0.0002357585,0.00334618,0.128792,0.004683435,0.0002606724,0.003854596,0.2042122,0.006745229,0.02672231,0.02937931,0.5913462,0.0004220378],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6944657,0.003888925,0.09097705,0.0165392,0.0005009228,0.001241773,0.0001040386,0.00167523,0.1906072],"genre_scores_gemma":[0.9135442,0.001170487,0.06706204,0.0006707113,0.00004254067,0.000358139,0.00005815174,0.0001061161,0.01698754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548113,"threshold_uncertainty_score":0.081873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398404023657248,"score_gpt":0.4140490082091814,"score_spread":0.2742086058434567,"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."}}