{"id":"W4405795202","doi":"10.56380/mjer.si.2024.04","title":"Educational Development through the Lens of Curriculum: A Holistic and Systemic Approach","year":2024,"lang":"en","type":"article","venue":"БОЛОВСРОЛЫН СУДАЛГААНЫ МОНГОЛЫН СЭТГҮҮЛ","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Curriculum; Transformative learning; Engineering ethics; Curriculum theory; Pedagogy; Holistic education; Presentation (obstetrics); Sociology; Curriculum development; Philosophy of education; Emergent curriculum; Personal development; Curriculum mapping; Political science; Higher education; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009076552,0.0002451746,0.0003010285,0.0001140687,0.0007011583,0.0002847678,0.0005099076,0.0001353209,0.0002297608],"category_scores_gemma":[0.0001321906,0.0001749407,0.0001097543,0.0007273594,0.0005685759,0.0004213622,0.0001521515,0.0002611076,0.0001184941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896922,"about_ca_system_score_gemma":0.0008920729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007678447,"about_ca_topic_score_gemma":0.000148377,"domain_scores_codex":[0.997521,0.0002026035,0.0004838325,0.000471667,0.0008414838,0.000479344],"domain_scores_gemma":[0.9989318,0.0004295087,0.0001279974,0.0002649821,0.0001528689,0.00009289228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001112125,0.0003789563,0.01983759,0.0005518733,0.0003236098,0.000005340824,0.1191357,0.00002710628,0.0001512085,0.8349717,0.0176696,0.006936222],"study_design_scores_gemma":[0.0009529481,0.0001136098,0.04624906,0.001146131,0.0004077395,0.00007233046,0.1110803,0.0007984317,0.00006823845,0.01258704,0.8251615,0.001362654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5606408,0.02611419,0.004000242,0.01045515,0.00428706,0.002688596,0.00004443013,0.000473754,0.3912959],"genre_scores_gemma":[0.9899713,0.0007048478,0.002526316,0.0001315072,0.0005945771,0.0001559229,0.00002619397,0.00002774715,0.005861638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8223846,"threshold_uncertainty_score":0.7133874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06161008832989356,"score_gpt":0.3692075979191889,"score_spread":0.3075975095892954,"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."}}