{"id":"W6911768421","doi":"10.5281/zenodo.15098533","title":"Advanced Food and Nutritional Sciences","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"License; Directory; Work (physics); Free access; Scholarly communication; Public health; Public access; Information Dissemination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004068041,0.001292539,0.001554085,0.004190482,0.002537389,0.011234,0.001589498,0.0031221,0.2907961],"category_scores_gemma":[0.0119447,0.0004400256,0.0009009869,0.005033704,0.001879385,0.005356397,0.005572212,0.004337923,0.1775968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084976,"about_ca_system_score_gemma":0.00891202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261042,"about_ca_topic_score_gemma":0.001502091,"domain_scores_codex":[0.9941857,0.0006534416,0.0006453468,0.0008832912,0.003186106,0.0004461966],"domain_scores_gemma":[0.9906735,0.001112103,0.001006563,0.001236007,0.00455716,0.00141467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000146549,0.0002283732,0.001769731,0.003578363,0.0000508693,0.0002931473,0.0005173662,0.0001344229,0.004890462,0.03575312,0.4139316,0.5387061],"study_design_scores_gemma":[0.000007397075,0.00005967997,0.001435034,0.0005142979,0.00001196565,0.0002538699,0.0001389043,0.00005835922,0.0006128048,0.006460609,0.9904337,0.00001351446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006759184,0.09673948,0.009973743,0.02988924,0.03311754,0.0009222348,0.008466055,0.002261934,0.8118706],"genre_scores_gemma":[0.04990264,0.1267703,0.01961375,0.01047739,0.01581892,0.0007753028,0.01198426,0.001018192,0.7636394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2907961,"threshold_uncertainty_score":0.9728098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03503284762781911,"score_gpt":0.2808226005856356,"score_spread":0.2457897529578165,"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."}}