{"id":"W4306173717","doi":"10.1016/j.jneb.2022.08.006","title":"Knowledge, Messaging, and Selection of Whole-Grain Foods: Consumer and Food Industry Perspectives","year":2022,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Whole grains; Marketing; Food industry; Business; Food choice; Preference; Purchasing; Food processing; Relevance (law); Thematic analysis; Food science; Economics; Medicine; Qualitative research; Political science; Sociology","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":[0.003316665,0.000203555,0.0002447708,0.001351147,0.001582148,0.002794173,0.0005116372,0.002233447,0.00748079],"category_scores_gemma":[0.005627337,0.0002139667,0.0003782971,0.0009033646,0.001493774,0.001798373,0.0008514199,0.001645153,0.0003157158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209935,"about_ca_system_score_gemma":0.001633084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368593,"about_ca_topic_score_gemma":0.01827386,"domain_scores_codex":[0.9986603,0.0006343232,0.00003594515,0.0001193381,0.0002813807,0.0002686687],"domain_scores_gemma":[0.9924425,0.005255124,0.0008943829,0.00008504707,0.0007933249,0.0005295613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001307873,0.002802652,0.8535737,0.0004457523,0.0002061021,0.001054272,0.03140332,0.0001142381,0.00185253,0.008599594,0.005308429,0.09333151],"study_design_scores_gemma":[0.0001178001,0.0009886705,0.8773521,0.0004238421,0.000322359,0.0009534366,0.09661039,0.00044716,0.0007834606,0.005405327,0.01654806,0.00004738251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174088,0.00790199,0.0002173966,0.03868921,0.00009914511,0.00002721241,0.0001978434,0.000005458996,0.03545284],"genre_scores_gemma":[0.99252,0.003307292,0.0001204895,0.002639249,0.0002052763,0.00001418016,0.00006926632,0.000002476218,0.001121722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01368593,"threshold_uncertainty_score":0.02721256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499290365404202,"score_gpt":0.3326762431235781,"score_spread":0.3076833394695361,"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."}}