{"id":"W4294867513","doi":"10.1016/j.jneb.2022.07.007","title":"Advancing Nutrition Education and Behavior","year":2022,"lang":"en","type":"editorial","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Notice; Scopus; Variety (cybernetics); Social psychology; MEDLINE; Political science","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":[0.01564913,0.005292029,0.006429738,0.006270776,0.005244911,0.01384246,0.004574093,0.02731886,0.02082848],"category_scores_gemma":[0.04205622,0.002304647,0.003958547,0.002889332,0.002862768,0.005205996,0.003873531,0.03535278,0.01480143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006221776,"about_ca_system_score_gemma":0.007918353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005387122,"about_ca_topic_score_gemma":0.018125,"domain_scores_codex":[0.9898375,0.00196894,0.001296685,0.0008771208,0.005269726,0.0007500344],"domain_scores_gemma":[0.9517828,0.01797234,0.002407649,0.001209214,0.01818671,0.008441297],"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":[0.00004627317,0.00002951057,0.00004844237,0.0002539233,0.00002827204,0.00005515015,0.0000121639,0.00001446533,0.00003266298,0.000164233,0.990763,0.008551873],"study_design_scores_gemma":[0.0003039715,0.00006921752,0.001029804,0.001308293,0.0002223006,0.0001547507,0.00009544832,0.0001980523,0.00008166861,0.001087336,0.9954158,0.00003347511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001541784,0.004427844,0.00004873555,0.02612896,0.9684694,0.00001335489,0.00002374024,0.00002583662,0.0008466495],"genre_scores_gemma":[0.0002359348,0.005029788,0.0000777302,0.01857268,0.9714674,0.00002642343,0.00002371268,0.00001430727,0.004552079],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02731886,"threshold_uncertainty_score":0.08276153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048130712364634,"score_gpt":0.3284111292999847,"score_spread":0.3179298221763384,"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."}}