{"id":"W2082730688","doi":"10.1016/j.jneb.2007.06.011","title":"Improving Readability of an Evaluation Tool for Low-income Clients Using Visual Information Processing Theories","year":2008,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Readability; Comprehension; Checklist; Interview; Psychology; Computer science; Visual literacy; Multimedia; Cognitive psychology; Mathematics education","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":[0.004542552,0.0006991329,0.0007642042,0.00211554,0.0004148415,0.001267199,0.000719547,0.0007840717,0.006381992],"category_scores_gemma":[0.04682493,0.0002659256,0.0006262768,0.0007740337,0.000170321,0.001534271,0.0006329275,0.0005763749,0.001171987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006360796,"about_ca_system_score_gemma":0.0006324874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704248,"about_ca_topic_score_gemma":0.001846665,"domain_scores_codex":[0.9980811,0.0008734485,0.0002244836,0.0001364392,0.00058042,0.000104101],"domain_scores_gemma":[0.9339087,0.05582343,0.0020358,0.0009330254,0.00654905,0.0007500481],"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":[0.00832525,0.005864487,0.1168201,0.001377455,0.0001284916,0.000482834,0.007077646,0.001638628,0.01818991,0.0005412564,0.01063261,0.8289212],"study_design_scores_gemma":[0.002765367,0.01555416,0.7608685,0.001885681,0.001257809,0.001577396,0.01151589,0.1054417,0.08261246,0.003489322,0.01257778,0.0004537531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739095,0.0002773618,0.01651454,0.000400088,0.00006935137,0.001215353,0.0004668334,0.001584442,0.005562509],"genre_scores_gemma":[0.9445214,0.0003497251,0.0493528,0.0002451912,0.00004687738,0.001298137,0.0005712599,0.000215034,0.003399563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006381992,"threshold_uncertainty_score":0.02402365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779091853595357,"score_gpt":0.3713123347951076,"score_spread":0.3435214162591541,"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."}}