{"id":"W3203105637","doi":"10.1016/j.appet.2021.105716","title":"Why do people eat the same breakfast every day? Goals and circadian rhythms of variety seeking in meals","year":2021,"lang":"en","type":"article","venue":"Appetite","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"Boston University","keywords":"Variety (cybernetics); Meal; Psychology; Advertising; Food science; Business; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004001244,0.0001052625,0.0002227685,0.00006467495,0.00008560706,0.00002986827,0.0001090802,0.0001138719,0.001607201],"category_scores_gemma":[0.00003152499,0.00008975908,0.00009067001,0.0003361807,0.00007376781,0.00008138712,0.00007053143,0.0002307831,0.00006764765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002456871,"about_ca_system_score_gemma":0.0000406696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003383215,"about_ca_topic_score_gemma":0.00685398,"domain_scores_codex":[0.9987385,0.000236275,0.0003502763,0.0002618049,0.000108439,0.0003046496],"domain_scores_gemma":[0.9992371,0.0001361371,0.00009461209,0.0003810919,0.00005750058,0.0000935365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054476,0.0007455418,0.8060691,0.0003107423,0.0001090371,0.0001450958,0.02153649,0.000005029807,0.002647874,0.04390861,0.0241815,0.1002355],"study_design_scores_gemma":[0.0006673639,0.00008602689,0.9268122,0.0005067353,0.00002419864,0.0001070284,0.001856175,0.00002121622,0.0001144593,0.000543515,0.06911224,0.0001488164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863505,0.003042714,0.0002973803,0.003881862,0.0005552812,0.0002152643,0.00006319727,0.00002043321,0.005573389],"genre_scores_gemma":[0.9963273,0.0001483143,0.00008175896,0.001978974,0.0000818686,0.00004061576,0.0000209443,0.00001600244,0.001304178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207431,"threshold_uncertainty_score":0.9993055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690271388971572,"score_gpt":0.3248637398624807,"score_spread":0.297961025972765,"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."}}