{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626331,0.00007375369,0.0001010182,0.0001625277,0.0003169367,0.00005847435,0.00008350328,0.00003954579,0.0004439013],"category_scores_gemma":[0.001563343,0.00005505467,0.0000208346,0.000160645,0.0001108554,0.0004378445,0.00001997073,0.00029309,0.000009022529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005867676,"about_ca_system_score_gemma":0.000338549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008249478,"about_ca_topic_score_gemma":0.000001319079,"domain_scores_codex":[0.9987086,0.0006334007,0.000259474,0.00009615516,0.0001845306,0.0001178524],"domain_scores_gemma":[0.9977782,0.0008073989,0.001032852,0.00008334099,0.0001633159,0.0001348527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003776007,0.002241447,0.5407194,0.00005394874,0.00009645205,3.085764e-7,0.08208937,0.0003097543,0.02551395,0.004025287,0.01437955,0.330193],"study_design_scores_gemma":[0.0002978647,0.0002860194,0.8145275,0.00009779346,0.00008265513,0.000754322,0.06302664,0.0000130325,0.001272044,0.0001306119,0.1193926,0.0001189677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908089,0.002489616,0.001019611,0.001871102,0.002377242,0.0001011868,3.338674e-7,0.000003294122,0.001328696],"genre_scores_gemma":[0.9836498,0.0002074677,0.005060478,0.0001614455,0.0006275782,0.000009264809,5.938966e-7,0.000006838929,0.01027651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330074,"threshold_uncertainty_score":0.4860408,"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."}}