{"id":"W2102907231","doi":"10.5073/vitis.2007.46.85-90","title":"Determination of the critical stages of processing and tolerance limits for Harmonia axyridis for ‘ladybug taint’ in wine","year":2015,"lang":"en","type":"article","venue":"Julius Kühn-Institut","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Vineyard; Winemaking; Wine; Oenology; Winery; Food science; White Wine; Horticulture; Chemistry; Viticulture; Biology","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":[0.0001806267,0.0000646422,0.0001482073,0.00001349868,0.00007698285,0.00001919057,0.00008727654,0.00004139858,0.000005753986],"category_scores_gemma":[0.0003923637,0.00002552873,0.00005249833,0.0001657227,0.0001159205,0.0001284052,0.00001420047,0.0000300295,2.030086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001426044,"about_ca_system_score_gemma":0.00001785594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003704939,"about_ca_topic_score_gemma":0.0003471524,"domain_scores_codex":[0.9994118,0.0000269228,0.0002117054,0.0001338168,0.0001115034,0.0001042058],"domain_scores_gemma":[0.9995337,0.0001468005,0.00008132848,0.00003009016,0.0001696009,0.00003852982],"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":[0.0006168511,0.0005292669,0.05774513,0.00055414,0.00002171617,0.00000275444,0.002702555,0.0003698409,0.5505837,0.003302549,0.0008679776,0.3827035],"study_design_scores_gemma":[0.004878206,0.001966648,0.4385048,0.0007056465,0.0003007859,0.00001603283,0.006174997,0.09014621,0.4119842,0.009423556,0.03497933,0.0009195395],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996247,0.0001112374,0.0003746261,0.002689937,0.00005843569,0.0003164393,0.00005148083,0.000007412963,0.0001434462],"genre_scores_gemma":[0.9984965,0.000007910516,0.001116472,0.0001207879,0.00005682846,0.0000276908,0.00001100105,5.744928e-7,0.0001622803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3817839,"threshold_uncertainty_score":0.1041031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06199694193587252,"score_gpt":0.302900821559015,"score_spread":0.2409038796231425,"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."}}