{"id":"W2946493676","doi":"10.3390/nu11051152","title":"Snack Consumption Patterns among Canadians","year":2019,"lang":"en","type":"article","venue":"Nutrients","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"General Mills","keywords":"Snacking; Environmental health; Snack food; Obesity; Medicine; Consumption (sociology); Demography; Gerontology; Food science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003074524,0.0000667155,0.0001256798,0.00003825144,0.00004156664,0.000006915838,0.00003089127,0.00004263489,0.0009226231],"category_scores_gemma":[0.00001017307,0.00006008207,0.00004642695,0.00004882176,0.00002244836,0.00003472069,0.00001673546,0.00006962817,0.0007209092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007775774,"about_ca_system_score_gemma":0.00001559699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626931,"about_ca_topic_score_gemma":0.0005667489,"domain_scores_codex":[0.9994189,0.000006295153,0.0000970716,0.000140593,0.0001673744,0.0001697535],"domain_scores_gemma":[0.9996638,0.00001524269,0.00002553198,0.0001217401,0.00005145767,0.0001222639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000420243,0.00008722604,0.9884494,0.00007000301,0.00002387977,0.00001429385,0.00003130456,2.539508e-7,0.00004651623,0.0001916405,0.01086887,0.0001745943],"study_design_scores_gemma":[0.001760856,0.0001010453,0.9569908,0.0001107609,0.00001971154,0.000006194319,0.00009001585,0.00001443109,0.00008712858,0.00006129485,0.04069224,0.00006551579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932982,0.0001170823,0.000008772476,0.000424253,0.0002715609,0.0002902334,0.00005101061,0.00002556714,0.005513308],"genre_scores_gemma":[0.9968399,0.0001330152,0.00002994435,0.0006278816,0.00009740433,0.00001277143,0.00009442359,0.000009237424,0.00215539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03145858,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151662550769627,"score_gpt":0.2548097693560695,"score_spread":0.2396435142791068,"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."}}