{"id":"W3097823769","doi":"10.1016/j.jneb.2020.09.011","title":"New Dietary Guidelines, New Opportunities","year":2020,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nutrition Education; Psychological intervention; Consumption (sociology); Intervention (counseling); Serving size; Psychology; Advertising; Environmental health; Medicine; Business; Gerontology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02384687,0.0005504576,0.0007822884,0.001949942,0.00131679,0.005982207,0.001801743,0.008032595,0.0151825],"category_scores_gemma":[0.03739318,0.0004853827,0.0006883794,0.001385164,0.004480076,0.01148273,0.003009886,0.01158897,0.002743262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003352902,"about_ca_system_score_gemma":0.0121938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007049645,"about_ca_topic_score_gemma":0.03158936,"domain_scores_codex":[0.9914063,0.004279945,0.001087816,0.0004715583,0.002256238,0.000498164],"domain_scores_gemma":[0.9560825,0.01622661,0.002872723,0.002732116,0.014227,0.007858971],"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":[0.0002770819,0.001043,0.004200126,0.001364057,0.00005963318,0.00047672,0.001682435,0.0002816038,0.001208479,0.08227858,0.4882163,0.4189121],"study_design_scores_gemma":[0.0001207653,0.00009832395,0.004519153,0.003331484,0.00005113931,0.0003074835,0.002272815,0.0002335153,0.0002093557,0.05699161,0.9318142,0.00005018865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002176625,0.03272074,0.002954621,0.9330633,0.01052878,0.00002956508,0.0001498526,0.00010574,0.01827068],"genre_scores_gemma":[0.07336511,0.1835354,0.05975871,0.594504,0.04426733,0.0005122757,0.001263012,0.0003847159,0.04240949],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02384687,"threshold_uncertainty_score":0.1261158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823113542013363,"score_gpt":0.3816105462050032,"score_spread":0.199299192003667,"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."}}