{"id":"W4412186579","doi":"10.1111/1911-3838.12412","title":"Healthy Meals 4 Kids: A Four‐Part Instructional Case <sup>*</sup>","year":2025,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Food science; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003314221,0.0002948063,0.0005301012,0.000314648,0.0004201974,0.00009044326,0.0001433387,0.0001452405,0.0002324257],"category_scores_gemma":[0.0007190983,0.0002840378,0.0002215154,0.000709248,0.0002695494,0.0004247074,0.0001754275,0.0005784535,0.000103715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005242564,"about_ca_system_score_gemma":0.0003293504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006290319,"about_ca_topic_score_gemma":0.00006336258,"domain_scores_codex":[0.9979383,0.00008747281,0.0003402873,0.0006938714,0.0004344874,0.0005055906],"domain_scores_gemma":[0.9984861,0.000320549,0.0001331445,0.0004610278,0.0004453814,0.0001537853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001453011,0.02309291,0.654451,0.00192084,0.002594841,0.003248891,0.01573417,0.0003951797,0.001592988,0.238815,0.03355977,0.02314141],"study_design_scores_gemma":[0.01124357,0.001386032,0.8114216,0.001247998,0.001163403,0.007259693,0.07649302,0.006502652,0.001843351,0.03016589,0.04938823,0.001884534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723792,0.0003778499,0.00004715793,0.005634859,0.000286789,0.0004470498,0.00002073857,0.0002680575,0.02053827],"genre_scores_gemma":[0.9951157,0.00003721912,0.001214304,0.001159794,0.001276765,0.0000461237,0.000008833177,0.00003533331,0.001105914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2086491,"threshold_uncertainty_score":0.9999612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047834521286689,"score_gpt":0.3062251447611876,"score_spread":0.2857467995483207,"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."}}