{"id":"W3106267582","doi":"10.1016/j.jneb.2020.10.007","title":"Food Photography as a Tool to Assess Type, Quantity, and Quality of Foods in Parent-Packed Lunches for Preschoolers","year":2020,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Research Resources","keywords":"Meal; Food preparation; Food choice; Environmental health; Quality (philosophy); Psychology; Food science; Gerontology; Medicine; Food processing","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":[0.0009150909,0.0004314038,0.0003474543,0.002027568,0.0004887469,0.0004045698,0.0004048858,0.0006866529,0.002477021],"category_scores_gemma":[0.003642836,0.0005999657,0.0004057236,0.0006795148,0.0001797176,0.0006534324,0.0004711272,0.0006191304,0.0004288795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604652,"about_ca_system_score_gemma":0.0004557447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351912,"about_ca_topic_score_gemma":0.0385206,"domain_scores_codex":[0.999625,0.0001102526,0.00005329268,0.00004970656,0.0001088182,0.00005300822],"domain_scores_gemma":[0.9984578,0.0004388193,0.0005403028,0.00006270226,0.0003126362,0.0001878093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001164046,0.001003466,0.9632038,0.0001716331,0.00008719348,0.000381006,0.001103452,0.00009681435,0.004578495,0.00002837807,0.001623994,0.02655769],"study_design_scores_gemma":[0.00003810735,0.0007610717,0.995861,0.00003995635,0.00005185813,0.0004715437,0.0009773799,0.0002775931,0.001116369,0.0000140598,0.0003786424,0.00001247259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996403,0.0004542431,0.0003436119,0.00009507316,0.00001809884,0.0001266676,0.000531985,0.00005617593,0.001971219],"genre_scores_gemma":[0.9930729,0.0006001013,0.004232875,0.00008651076,0.00001214611,0.000152771,0.0004586897,0.00001165946,0.001372349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351912,"threshold_uncertainty_score":0.02688086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159950553234055,"score_gpt":0.3989574511234893,"score_spread":0.2829623958000839,"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."}}