{"id":"W7110795108","doi":"10.1021/acsfoodscitech.5c00386.s001","title":"Metabolomicsto Understand the Impacts of Wildfireson Wines","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wine; Metabolomics; Terroir; Ranking (information retrieval); Metabolome; Mass spectrometry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008936773,0.0001658528,0.0002660719,0.0000282876,0.0003273195,0.0001075243,0.0003778788,0.0001112659,0.1846843],"category_scores_gemma":[0.0005521488,0.00005678753,0.0002686386,0.0009733137,0.00004366313,0.0001087567,0.0001063975,0.0001182931,0.0002143845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002810749,"about_ca_system_score_gemma":0.00003684475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001559676,"about_ca_topic_score_gemma":0.0003407486,"domain_scores_codex":[0.9988538,0.0001587326,0.000331218,0.000241438,0.0001919176,0.0002229076],"domain_scores_gemma":[0.9990655,0.0004383058,0.000194254,0.0001146335,0.0001250538,0.00006224767],"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":[0.0001628875,0.0002369106,0.001994712,0.000281433,0.0005773877,0.000004811856,0.0009782691,0.00009932025,0.03133892,0.0009959944,0.923295,0.04003437],"study_design_scores_gemma":[0.000654991,0.0002460907,0.6060361,0.002321121,0.0004576735,0.000002979427,0.01330308,0.001573365,0.02215835,0.001380971,0.3513286,0.0005367162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6702745,0.01589476,7.498492e-7,0.02902454,0.0003900212,0.001002457,0.265398,0.00006849317,0.01794649],"genre_scores_gemma":[0.9856006,0.0001472055,0.000003173619,0.001146202,0.0000899324,0.000008740675,0.0093128,8.445602e-7,0.00369051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6040414,"threshold_uncertainty_score":0.816061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317116794053123,"score_gpt":0.2695400485999964,"score_spread":0.2263688806594651,"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."}}