{"id":"W4414759510","doi":"10.3390/foods14193400","title":"Production Systems and Feeding Strategies in the Aromatic Fingerprinting of Animal-Derived Foods: Invited Review","year":2025,"lang":"en","type":"review","venue":"Foods","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Production (economics); Product (mathematics); Food processing; Flavor; Novel food; Profiling (computer programming); Perception","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":[0.0007584951,0.001001,0.001301612,0.001477443,0.0002750878,0.001554667,0.0006466389,0.001190515,0.003061967],"category_scores_gemma":[0.001135329,0.0003182616,0.0008773718,0.002059225,0.0004221192,0.001692132,0.0007917213,0.0009366383,0.0008956911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007548062,"about_ca_system_score_gemma":0.0013847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620666,"about_ca_topic_score_gemma":0.001398767,"domain_scores_codex":[0.9997055,0.00005064125,0.00003888888,0.00009817464,0.00007140198,0.00003541734],"domain_scores_gemma":[0.9992508,0.0004248806,0.0001111784,0.0000140485,0.0001678114,0.00003120878],"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":[0.0002575337,0.0001046532,0.001089399,0.08549336,0.0003564944,0.0005346089,0.0003618241,0.00108022,0.009357333,0.006739956,0.02076245,0.8738621],"study_design_scores_gemma":[0.00001616554,0.0002739315,0.004431583,0.01227328,0.0007682935,0.001277829,0.0003699006,0.0003394452,0.003050955,0.002968548,0.9741579,0.00007226729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005572172,0.9981066,0.0002158327,0.0002076114,0.0002392899,0.000005428497,0.00002644719,0.000004629603,0.000636906],"genre_scores_gemma":[0.002041262,0.9967777,0.0002140528,0.0002002454,0.0002683792,0.000007463351,0.00004139832,0.000002897695,0.0004465645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003061967,"threshold_uncertainty_score":0.01024336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218073616592993,"score_gpt":0.3388364087173294,"score_spread":0.2170290470580301,"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."}}