{"id":"W4400158856","doi":"10.1016/j.jneb.2024.05.232","title":"US Navy Sailors Modify Their Eating Behaviors to Pass Cyclic Physical Readiness Tests","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Uniformed Services University of the Health Sciences; U.S. Department of Defense","keywords":"Navy; Psychology; Eating behavior; Aeronautics; Applied psychology; Medicine; Engineering; Obesity; History; Internal medicine","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":[0.00035013,0.0003926883,0.0001749302,0.0003089566,0.0005432974,0.0004200351,0.0001918505,0.0004365332,0.003759494],"category_scores_gemma":[0.001866318,0.0001840729,0.0002410362,0.0001581897,0.0002445719,0.0002050182,0.0003286823,0.0006119133,0.0007676292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699546,"about_ca_system_score_gemma":0.0005341807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01864136,"about_ca_topic_score_gemma":0.0252899,"domain_scores_codex":[0.999821,0.0000486444,0.000007968632,0.00002132818,0.00003852352,0.00006257888],"domain_scores_gemma":[0.9990928,0.0002088843,0.0002564274,0.00007059862,0.0001369717,0.0002343323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002268517,0.01078657,0.8760666,0.00007033935,0.0001666568,0.0001866078,0.002181463,0.0006092007,0.02963047,0.0001007987,0.002481266,0.07545166],"study_design_scores_gemma":[0.00005189481,0.004384103,0.9907233,0.00002601747,0.00003408925,0.0000590184,0.001576432,0.0006134243,0.001197697,0.00003950092,0.001282498,0.00001198604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985251,0.00002672383,0.0001053547,0.00009476193,0.00001735064,0.00002382539,0.00003901801,0.00001308907,0.0011547],"genre_scores_gemma":[0.9947444,0.00007762636,0.0003451258,0.0001996632,0.00001120835,0.00004227578,0.0001615567,0.000006476712,0.004411691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864136,"threshold_uncertainty_score":0.03706568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152786305349252,"score_gpt":0.4659832968090188,"score_spread":0.4144554337555263,"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."}}