{"id":"W4298148961","doi":"10.1016/j.jneb.2022.08.005","title":"Proposed Changes to Nutrition Curricula in Higher Education","year":2022,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Reductionism; Curriculum; Nutrition Education; Systems thinking; Engineering ethics; Field (mathematics); Psychology; Medicine; Pedagogy; Gerontology; Engineering; Biology; Computer science; Epistemology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006265353,0.0001448394,0.0002546824,0.0009605383,0.0005376237,0.00002896147,0.0001463111,0.0001012031,0.001585828],"category_scores_gemma":[0.00005708648,0.0001524455,0.00006191609,0.0006427788,0.00003019409,0.0002839672,0.00004036628,0.0005497753,0.00002167777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007055108,"about_ca_system_score_gemma":0.0008282707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007863666,"about_ca_topic_score_gemma":0.00004231185,"domain_scores_codex":[0.9979975,0.0004323816,0.0007179074,0.0002110448,0.0003781927,0.0002630079],"domain_scores_gemma":[0.9983251,0.0000798919,0.0005085045,0.0001514642,0.0006972842,0.0002377276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004546251,0.1380321,0.09907449,0.003347959,0.00002516844,0.000009598226,0.02320351,0.000004691517,0.0139456,0.004373203,0.5872419,0.1302871],"study_design_scores_gemma":[0.002528568,0.0008579906,0.2313934,0.001545745,0.0001269506,0.00008891813,0.1343281,0.000001763429,0.0002060866,0.002066183,0.6265473,0.0003089896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507214,0.002321288,0.000009855455,0.03133367,0.01365906,0.001483335,0.00002866094,0.00002395819,0.0004187662],"genre_scores_gemma":[0.982294,0.0008622077,0.002647473,0.00392204,0.003743044,0.003175988,0.0001739439,0.00002944235,0.003151844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371741,"threshold_uncertainty_score":0.9993269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07689499344224952,"score_gpt":0.4296156720303744,"score_spread":0.3527206785881249,"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."}}