{"id":"W4396554197","doi":"10.1016/j.jneb.2024.03.015","title":"Implementation and Evaluation of a Virtual Statewide Book Club to Address Nutrition Misinformation","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Club; Journal club; Nutrition Education; Extension (predicate logic); Literacy; Medical education; Psychology; Medicine; Pedagogy; Gerontology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217571,0.00006363497,0.00009734107,0.0003658156,0.0001562837,0.0002330102,0.00005665146,0.00005036359,0.0002224452],"category_scores_gemma":[0.00005076952,0.00006143538,0.00003617289,0.0003078803,0.00006704473,0.002958876,0.000007139379,0.00006875059,0.000002921415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020747,"about_ca_system_score_gemma":0.0007123967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006241113,"about_ca_topic_score_gemma":0.00006537854,"domain_scores_codex":[0.9986388,0.0001420702,0.0004324249,0.00009640736,0.0005959144,0.00009434795],"domain_scores_gemma":[0.9990332,0.00005187772,0.0002061401,0.00004221982,0.0005323722,0.000134262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006411132,0.00326567,0.002832678,0.0003064538,0.0000209899,0.000002037839,0.04040255,0.00000614674,0.01322711,0.01165335,0.03631889,0.8919],"study_design_scores_gemma":[0.003588355,0.00254192,0.1575451,0.002003378,0.0009177121,0.0001575205,0.4177705,0.0003305151,0.0219188,0.006287171,0.3863811,0.0005579577],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920518,0.001394314,0.0001573169,0.004553728,0.0007841295,0.0007206735,0.00001917278,0.00001194076,0.0003069038],"genre_scores_gemma":[0.9973637,0.001045708,0.000746413,0.0001975137,0.0003832347,0.00009389386,0.00004019541,0.000004007681,0.0001253622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.891342,"threshold_uncertainty_score":0.2505262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05096437933789173,"score_gpt":0.4337838510939112,"score_spread":0.3828194717560194,"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."}}