{"id":"W3185014323","doi":"10.3390/molecules26144341","title":"A Review of Ladybug Taint in Wine: Origins, Prevention, and Remediation","year":2021,"lang":"en","type":"review","venue":"Molecules","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Vineyard; Harmonia axyridis; Wine; Winery; Coccinellidae; Biology; Terroir; Crambidae; Coccinella septempunctata; Winemaking; Biotechnology; Food science; Horticulture; Ecology; Predation; PEST analysis; Predator","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":[0.0005001489,0.000997484,0.001382349,0.003634493,0.0002799685,0.0008419264,0.0007474757,0.0009441624,0.004373331],"category_scores_gemma":[0.00082069,0.0003307503,0.0008063049,0.003233583,0.0003093828,0.001239991,0.000514936,0.001193603,0.001192928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003909304,"about_ca_system_score_gemma":0.0009235294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412887,"about_ca_topic_score_gemma":0.00229405,"domain_scores_codex":[0.9997944,0.00003445542,0.00005021603,0.00004183085,0.0000622856,0.00001680724],"domain_scores_gemma":[0.9995868,0.0002167394,0.00006706288,0.00001215998,0.00008632767,0.00003101581],"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":[0.0001191253,0.0001353039,0.0002188444,0.07961719,0.0002665555,0.0001760429,0.0001161179,0.0003656655,0.002504388,0.002396446,0.02287769,0.8912067],"study_design_scores_gemma":[0.00002251569,0.0002313639,0.001641969,0.01450618,0.0004765996,0.0009212673,0.00009829703,0.0001167129,0.0007449196,0.0009901023,0.9802222,0.00002795956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000118158,0.9992256,0.00005911075,0.00008063264,0.00009351791,0.000003440803,0.00001836785,0.000004879405,0.0003962017],"genre_scores_gemma":[0.0004659617,0.9990379,0.0001173301,0.00006212816,0.00006812326,0.000003464963,0.00002516612,0.000001000055,0.0002190602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004373331,"threshold_uncertainty_score":0.01463026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04140849511571475,"score_gpt":0.3208280157876029,"score_spread":0.2794195206718881,"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."}}