{"id":"W4412952139","doi":"10.1016/j.jneb.2025.05.144","title":"To Gamify or Not to Gamify? Exploring Preferences for Digital Nutrition Education Modules for Home Visiting Programs","year":2025,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nutrition Education; Medical education; Psychology; Medicine; Gerontology","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":[0.002055004,0.0002441085,0.0003279046,0.0004756402,0.000592651,0.001791845,0.0004288146,0.0009892017,0.004015679],"category_scores_gemma":[0.009490051,0.0002414779,0.0005600412,0.0002402909,0.0003752505,0.0008599881,0.0008268323,0.001373237,0.0003734188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004451,"about_ca_system_score_gemma":0.0007251011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835332,"about_ca_topic_score_gemma":0.00966399,"domain_scores_codex":[0.9991899,0.0003214332,0.00004808084,0.00008330012,0.0002050515,0.0001522763],"domain_scores_gemma":[0.9970548,0.001501716,0.0005393662,0.00006816345,0.0001760248,0.0006599327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004415713,0.00871618,0.8325779,0.000372623,0.0004704832,0.0005117097,0.02503723,0.0005626225,0.004344407,0.001427854,0.001828809,0.1197344],"study_design_scores_gemma":[0.0003061634,0.00294435,0.9192686,0.0002655723,0.0003145744,0.0006235235,0.06509768,0.004367554,0.001144681,0.001548159,0.004021922,0.0000972559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986227,0.0000492858,0.00008291909,0.0001098759,0.000006260616,0.00002497582,0.00001745647,0.00000247448,0.001084065],"genre_scores_gemma":[0.998588,0.00008530197,0.0006088687,0.000120958,0.000003890641,0.00003422297,0.00003464739,0.000003118824,0.0005209216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004015679,"threshold_uncertainty_score":0.01343381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09163285076491098,"score_gpt":0.4046903817073263,"score_spread":0.3130575309424153,"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."}}