{"id":"W2086185876","doi":"10.5539/ijps.v6n2p107","title":"Food Intake Behavior and Chronotype of Japanese Nurses Working Irregular Shifts","year":2014,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Liverpool John Moores University","keywords":"Chronotype; Snacking; Morning; Meal; Psychology; Preference; Food intake; Truancy; Demographics; Supper; Night work; Demography; Shift work; Developmental psychology; Circadian rhythm; Medicine; Obesity; Psychiatry; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004155942,0.0001598566,0.000365456,0.0001609821,0.00004937296,0.00002144226,0.0003920938,0.00014271,0.0002778126],"category_scores_gemma":[0.0002561278,0.0001124749,0.0001409333,0.0001108104,0.0003230569,0.0000686445,0.0000763338,0.0003129482,0.00001775389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003262092,"about_ca_system_score_gemma":0.000003698869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006817402,"about_ca_topic_score_gemma":0.000007936225,"domain_scores_codex":[0.9985077,0.0001385636,0.0006131302,0.0002086791,0.000355852,0.0001760674],"domain_scores_gemma":[0.9986023,0.0003466442,0.0004870502,0.0001318115,0.0003576043,0.00007455366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001900141,0.002377557,0.2963673,0.000008285214,0.004482111,0.0002551858,0.01478691,0.00002585808,0.0007473335,0.01993249,0.005298468,0.6538183],"study_design_scores_gemma":[0.004450432,0.004494635,0.9765291,0.0006745286,0.0003244542,0.0003388739,0.005623369,0.000002312284,0.0001404585,0.002701346,0.004351278,0.000369204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838386,0.005493939,0.00008147112,0.0007829564,0.004773946,0.00008285317,0.000003601064,0.0000148472,0.00492776],"genre_scores_gemma":[0.9983662,0.0002827997,0.0004631134,0.0002500956,0.000562588,0.000009178288,0.000001257817,0.00001105708,0.00005373533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6801618,"threshold_uncertainty_score":0.4586593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0788235471899319,"score_gpt":0.3983187994163576,"score_spread":0.3194952522264257,"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."}}