{"id":"W4383621661","doi":"10.1016/j.jneb.2023.05.206","title":"Development of an Objective Food Literacy Assessment Tool for Young Adults","year":2023,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"CLARITY; Psychology; Literacy; Relevance (law); Health literacy; Medical education; Scale (ratio); Curriculum; Applied psychology; Gerontology; Medicine; Pedagogy; Health care","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":[0.0002218032,0.00005704506,0.00009950675,0.00007066438,0.0001536041,0.00003682598,0.00006270559,0.00002791367,0.00003385776],"category_scores_gemma":[0.00003797065,0.00002846896,0.00003930137,0.0003161315,0.00001911912,0.0003087936,0.00001206007,0.00004413094,0.000001080518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004904952,"about_ca_system_score_gemma":0.00009238661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003367886,"about_ca_topic_score_gemma":0.00001543079,"domain_scores_codex":[0.9993456,0.0000181478,0.0003280682,0.00008310661,0.0001540742,0.00007097801],"domain_scores_gemma":[0.9986276,0.00007093961,0.0002566139,0.00001874562,0.000990232,0.00003587131],"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":[0.00007723631,0.01822742,0.0376049,0.0001256181,0.00005802313,6.036428e-7,0.00568663,5.255781e-7,0.08253462,0.001743653,0.004174437,0.8497663],"study_design_scores_gemma":[0.0002759618,0.0004081841,0.9711456,0.00008880212,0.000029057,0.00001257582,0.01787979,0.000003286121,0.001784713,0.0002825027,0.008020644,0.00006893272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984735,0.0000437873,0.000008370808,0.0005648243,0.0005581439,0.0002736216,0.00004366669,0.000007940332,0.0000261997],"genre_scores_gemma":[0.9814879,0.00003382749,0.01770839,0.00003380027,0.0003035527,0.0002116053,0.0001438817,6.983095e-7,0.00007634758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9335406,"threshold_uncertainty_score":0.1181414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901072988261457,"score_gpt":0.3429727618743064,"score_spread":0.3039620319916918,"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."}}