{"id":"W2131040850","doi":"10.1016/j.jneb.2012.05.011","title":"Evaluating MyPlate: An Expanded Framework Using Traditional and Nontraditional Metrics for Assessing Health Communication Campaigns","year":2012,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Health communication; Plan (archaeology); Icon; Public relations; Psychology; Medical education; Management science; Medicine; Computer science; Political science; Engineering; Geography","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":[0.02872941,0.001305282,0.001091014,0.006846446,0.001209961,0.005006109,0.001970731,0.001778335,0.004285212],"category_scores_gemma":[0.09136983,0.0004516739,0.001763333,0.003916146,0.00144663,0.005274505,0.003449618,0.00140483,0.0008543538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187556,"about_ca_system_score_gemma":0.002505666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444048,"about_ca_topic_score_gemma":0.005279653,"domain_scores_codex":[0.9746906,0.01259953,0.00281732,0.001552149,0.007518895,0.000821487],"domain_scores_gemma":[0.8906925,0.07551549,0.01298066,0.005173263,0.01395364,0.001684426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006994699,0.00135966,0.621351,0.001032791,0.001026702,0.00009886441,0.006012856,0.008558336,0.003728721,0.02079691,0.00465797,0.3306768],"study_design_scores_gemma":[0.0002646983,0.007923493,0.6354438,0.001095704,0.001602953,0.0006987051,0.01442234,0.233914,0.01833496,0.04763139,0.03817171,0.0004961446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5136151,0.0006946511,0.4278857,0.001769297,0.0002265711,0.003048448,0.004985972,0.002156141,0.04561818],"genre_scores_gemma":[0.7773527,0.0001318813,0.2171154,0.0001442053,0.00004890214,0.002230697,0.001049256,0.00008302636,0.001843865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02872941,"threshold_uncertainty_score":0.1519374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1821828935749385,"score_gpt":0.401298443391187,"score_spread":0.2191155498162485,"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."}}