{"id":"W2533528334","doi":"10.1016/j.puhe.2016.09.030","title":"Nutrition education for public health","year":2016,"lang":"en","type":"editorial","venue":"Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Public health; Environmental health; Health education; Medicine; Nursing","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.02295694,0.0006807256,0.001733485,0.001093741,0.005740092,0.0001861906,0.0009224148,0.00257578,0.001468437],"category_scores_gemma":[0.01354374,0.0006068568,0.0002707293,0.0006599962,0.0001228359,0.001565422,0.000221226,0.003975199,0.00227323],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007111074,"about_ca_system_score_gemma":0.1682655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003702959,"about_ca_topic_score_gemma":0.005337078,"domain_scores_codex":[0.9837954,0.005949674,0.00302944,0.001402389,0.001514393,0.004308725],"domain_scores_gemma":[0.9774072,0.01036968,0.004992988,0.001257505,0.002934791,0.003037897],"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":[0.00003557509,0.001144473,0.00006362212,0.02304487,0.00003925354,1.620945e-7,0.00194685,3.207597e-9,1.097834e-7,0.007794556,0.8338566,0.132074],"study_design_scores_gemma":[0.002152297,0.0007062482,0.0001588748,0.002918804,0.00001120621,8.544123e-7,0.00217983,0.000003628465,3.899127e-8,0.001920924,0.9894753,0.0004720319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000007141843,0.005247719,0.002598537,0.3824025,0.5950573,0.007925917,0.001815673,0.000389903,0.004555284],"genre_scores_gemma":[0.00007119375,0.02718274,0.002350422,0.03062115,0.8996015,0.01147839,0.008204282,0.0002209882,0.02026937],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3517814,"threshold_uncertainty_score":0.9996383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1698573197787762,"score_gpt":0.5355022407484549,"score_spread":0.3656449209696787,"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."}}