{"id":"W4415912968","doi":"10.1016/j.jneb.2025.07.009","title":"Let's Eat Healthy Toolkit","year":2025,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.001869002,0.0003093808,0.0005290285,0.0009119804,0.001109757,0.001782466,0.001229857,0.001224685,0.1006258],"category_scores_gemma":[0.00933882,0.0003652652,0.0007534167,0.0005670183,0.0003995556,0.001654352,0.005026196,0.002793739,0.03274598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008457087,"about_ca_system_score_gemma":0.005549899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006687489,"about_ca_topic_score_gemma":0.03067381,"domain_scores_codex":[0.9989902,0.0003428536,0.00006544031,0.00007396445,0.000345002,0.0001824878],"domain_scores_gemma":[0.9948233,0.001361,0.0002025352,0.0003019153,0.0007204757,0.002590796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000202871,0.0006235524,0.001906144,0.0003722659,0.0000343711,0.00006688151,0.0003526591,0.00005127749,0.0001778726,0.002051526,0.7321483,0.2620122],"study_design_scores_gemma":[0.0003263203,0.0001270394,0.01264008,0.0008975064,0.00008222566,0.0002160366,0.000517934,0.000135813,0.0002376434,0.007107291,0.9776466,0.00006542759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03141782,0.009279526,0.02571939,0.1541437,0.007618929,0.002544503,0.04021757,0.03349952,0.6955591],"genre_scores_gemma":[0.1220313,0.01665609,0.1756106,0.07886892,0.002097283,0.009479092,0.03338066,0.008181758,0.5536942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1006258,"threshold_uncertainty_score":0.3366269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806222041230493,"score_gpt":0.4542871159075742,"score_spread":0.4062248954952693,"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."}}