{"id":"W4410040864","doi":"10.3389/frfst.2025.1581877","title":"Incorporation of fruits or fruit pulp into yoghurts: recent developments, challenges, and opportunities","year":2025,"lang":"en","type":"article","venue":"Frontiers in Food Science and Technology","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pulp (tooth); Food science; Horticulture; Pulp and paper industry; Chemistry; Business; Engineering; Biology; Medicine; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007657373,0.0004800915,0.0009069748,0.0009123968,0.0002066338,0.00119909,0.0004349751,0.0007087863,0.002523699],"category_scores_gemma":[0.0007577625,0.0003071791,0.0005149588,0.0008525951,0.0003355615,0.001156177,0.0004953123,0.0009491904,0.0006108088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118207,"about_ca_system_score_gemma":0.0006542126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007724914,"about_ca_topic_score_gemma":0.001345757,"domain_scores_codex":[0.9997559,0.00004066768,0.00004192661,0.00005687827,0.00007866849,0.00002589525],"domain_scores_gemma":[0.9995896,0.0002196721,0.00006654372,0.000008948353,0.00009753645,0.00001773972],"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":[0.0002787932,0.000151234,0.0008693928,0.07510204,0.0002165175,0.00070386,0.0005104486,0.0007499729,0.05299119,0.006493227,0.008574203,0.8533591],"study_design_scores_gemma":[0.00002896826,0.0008160813,0.002639377,0.007121094,0.0004400649,0.001193484,0.0004165068,0.0004128401,0.0185728,0.001842387,0.9664539,0.00006258554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002585353,0.9955626,0.0003069427,0.0002629446,0.0001164093,0.00001016595,0.00003363673,0.0000094404,0.001112527],"genre_scores_gemma":[0.006954646,0.991289,0.0005554706,0.0002243387,0.0001099769,0.00001436,0.00005807336,0.000005880183,0.0007881852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002523699,"threshold_uncertainty_score":0.008442581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05894747873912023,"score_gpt":0.2899016887911111,"score_spread":0.2309542100519909,"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."}}