{"id":"W1978460289","doi":"10.1016/j.jneb.2012.01.007","title":"Putting MyPlate to Work for Nutrition Educators","year":2012,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Medical education; Gerontology; Psychology; Medicine; Engineering","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":[0.0009169666,0.0001522525,0.0002637883,0.0004775911,0.0005347362,0.00003713564,0.0001007987,0.0001727061,0.0001751171],"category_scores_gemma":[0.0002706118,0.0001506956,0.0001158264,0.0003379152,0.00003077126,0.0005919677,0.00001528216,0.0002977086,0.00004788366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733517,"about_ca_system_score_gemma":0.000344049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008933171,"about_ca_topic_score_gemma":0.000002338832,"domain_scores_codex":[0.9982419,0.00015322,0.0008291864,0.0001455684,0.0002117374,0.0004183663],"domain_scores_gemma":[0.9975369,0.0002638123,0.0005544047,0.0001329792,0.001007239,0.0005046398],"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":[0.0002925314,0.04214542,0.2401209,0.003399583,0.00004409934,5.395888e-7,0.02989801,3.787272e-7,0.003357835,0.001247795,0.5455609,0.133932],"study_design_scores_gemma":[0.002860743,0.0004762372,0.3430821,0.003552269,0.0004145406,0.00006741942,0.123152,7.186442e-7,0.0008139392,0.001852232,0.5233575,0.0003702776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738322,0.002337137,0.0006423142,0.005794428,0.01587608,0.001332961,0.00002207654,0.00002679833,0.0001359764],"genre_scores_gemma":[0.9426227,0.000661377,0.04118584,0.001316389,0.01184903,0.001570442,0.00008105781,0.00003522766,0.0006778874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1335617,"threshold_uncertainty_score":0.6145188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07004706421633661,"score_gpt":0.4487323190589274,"score_spread":0.3786852548425908,"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."}}