{"id":"W7104307007","doi":"10.6084/m9.figshare.30549391","title":"Additional file 1 of Associations between the overall nutritional quality of prepackaged food categories consumed at breakfast or as snacks and the presence of nutrition-related labelling messages: a cross-sectional analysis of products sold in the province of Québec (Canada)","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Quality (philosophy); Labelling; Food labelling; Food products; Statistical analysis; Milk products","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001314336,0.0008389637,0.00125374,0.002447897,0.002040466,0.001335333,0.001924493,0.001009547,0.7326848],"category_scores_gemma":[0.0236726,0.0004638024,0.000892773,0.005126481,0.0003293542,0.001032157,0.000749254,0.0008401457,0.05405147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004957976,"about_ca_system_score_gemma":0.007941303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6175438,"about_ca_topic_score_gemma":0.6814258,"domain_scores_codex":[0.9992933,0.0001150535,0.0001019706,0.000152202,0.0001804397,0.0001569077],"domain_scores_gemma":[0.9835144,0.008800368,0.001157317,0.0008355216,0.005140813,0.0005515208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002481061,0.0001354602,0.0144682,0.0018609,0.00005575606,0.00005587748,0.0001388443,0.0002778659,0.00003570641,0.0004989937,0.9732929,0.008931424],"study_design_scores_gemma":[0.005588855,0.0004385707,0.3486255,0.006558218,0.0004075382,0.000598448,0.002632256,0.002748222,0.0004232997,0.004298171,0.6274371,0.0002439663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005624641,0.00002314152,0.00007207389,0.00006239623,0.0000148911,0.0000796878,0.9982175,0.00003881152,0.0009288671],"genre_scores_gemma":[0.02902722,0.0002771495,0.00259875,0.0004071324,0.0000861774,0.002763573,0.9459378,0.0001657449,0.01873639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7326848,"threshold_uncertainty_score":0.769417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831577941977269,"score_gpt":0.300119336336584,"score_spread":0.2618035569168113,"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."}}