{"id":"W2893292483","doi":"10.1017/s0029665118002513","title":"Food processing: criteria for dietary guidance and public health?","year":2018,"lang":"en","type":"article","venue":"Proceedings of The Nutrition Society","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Academy of Nutrition and Dietetics","keywords":"Meal; Nova scotia; Food science; Confusion; Food choice; Nutrient; Business; Marketing; Environmental health; Medicine; Biotechnology; Psychology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0729209,0.001279066,0.002019016,0.00734127,0.004304617,0.01598363,0.004444424,0.01193365,0.006283182],"category_scores_gemma":[0.1351893,0.0008433713,0.001387174,0.007550392,0.02231399,0.01610648,0.01123175,0.01332428,0.003425145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01181015,"about_ca_system_score_gemma":0.02928665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0321365,"about_ca_topic_score_gemma":0.03191726,"domain_scores_codex":[0.9419056,0.0287622,0.007649539,0.002628331,0.01687636,0.002178002],"domain_scores_gemma":[0.8907712,0.04381018,0.01019763,0.008870648,0.04026418,0.006086041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002217069,0.0003243705,0.006559636,0.00236288,0.00003868128,0.0002654177,0.01133713,0.0003286718,0.0005398389,0.1833719,0.3396353,0.4550143],"study_design_scores_gemma":[0.00005577602,0.000173085,0.01048281,0.01229364,0.00003522896,0.0005262742,0.01218267,0.0005107445,0.0002979558,0.1554999,0.8077747,0.0001673931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003733468,0.04567769,0.010341,0.8880808,0.005919683,0.0002523944,0.0004328038,0.00026946,0.04529268],"genre_scores_gemma":[0.2740265,0.1088849,0.1914549,0.3770419,0.01136375,0.003214095,0.003615524,0.0007815931,0.02961686],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0729209,"threshold_uncertainty_score":0.3856472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08440962435265349,"score_gpt":0.3434426433405399,"score_spread":0.2590330189878864,"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."}}