{"id":"W4405358902","doi":"10.1016/j.jfca.2024.107115","title":"A 2-year exploratory study to elaborate a methodological protocol for evaluating volcanic terroir influence in Gamay wines in the French PDO Côtes d′Auvergne","year":2024,"lang":"en","type":"article","venue":"Journal of Food Composition and Analysis","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Terroir; Geography; Food science; Chemistry; Wine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002204606,0.0001187138,0.0003141903,0.0001145204,0.0001097521,0.0002694261,0.0002110434,0.00003681382,0.00004261998],"category_scores_gemma":[0.0002605563,0.0000343222,0.0001516019,0.002037356,0.00002703072,0.0002634412,0.00004343709,0.0002162057,0.000001587161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003741895,"about_ca_system_score_gemma":0.00001593744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003722301,"about_ca_topic_score_gemma":0.001291627,"domain_scores_codex":[0.9980281,0.0007068138,0.0004867589,0.0002058862,0.0003812311,0.0001911899],"domain_scores_gemma":[0.9988475,0.0006469775,0.00009972696,0.00003534845,0.0002867701,0.00008366053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005693556,0.0009450926,0.03045013,0.00008533218,0.000475424,0.00007655864,0.00860138,0.001200245,0.9301959,0.0001270944,0.0003102914,0.02696325],"study_design_scores_gemma":[0.0008717497,0.01048163,0.9639083,0.000326478,0.0003124498,0.00002352508,0.01747148,0.002723502,0.002128278,0.001071493,0.000407974,0.0002731558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990072,0.00004699993,0.0000304774,0.002691068,0.00001128463,0.007120897,0.00001066281,0.000007540474,0.000009070856],"genre_scores_gemma":[0.9949538,0.000004443958,0.00038718,0.0001280233,0.00008574808,0.004424096,0.000004052038,6.361607e-7,0.00001208605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9334581,"threshold_uncertainty_score":0.2598082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732793119155684,"score_gpt":0.4386480896903503,"score_spread":0.2653687777747818,"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."}}