{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002034952,0.0001185905,0.0006633608,0.00002213186,0.00002129533,0.00001275131,0.00007503063,0.00007395699,0.0002593757],"category_scores_gemma":[0.0001452193,0.00004563104,0.0002024153,0.0004857088,0.00001998731,0.0000275871,0.00002843487,0.00007243516,0.000004711334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002650265,"about_ca_system_score_gemma":0.00001995729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003681392,"about_ca_topic_score_gemma":0.0001018639,"domain_scores_codex":[0.9989022,0.0002838198,0.0004214121,0.0002033495,0.0001110586,0.00007817567],"domain_scores_gemma":[0.9995637,0.00009065541,0.00021967,0.0000438961,0.00005219262,0.00002990657],"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":[4.374314e-7,0.00003537947,0.00001770949,0.01241661,0.00002720946,0.000004507092,0.00000697854,9.3903e-8,0.00004478846,0.0001798876,0.0005996366,0.9866667],"study_design_scores_gemma":[0.00002610403,0.00002567158,0.0001251268,0.0376953,0.0001754274,0.00000412126,0.00002401615,0.000001514113,0.000005309845,0.00003241502,0.9617847,0.0001002899],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003080723,0.9991075,0.000001338131,0.0002137049,0.00001904183,0.0002323338,0.00001874563,0.000006431167,0.00009281445],"genre_scores_gemma":[0.00002108824,0.9988366,0.0000494286,0.0001720375,0.00004201364,0.0000234392,0.0006937417,7.094089e-7,0.0001609797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9865665,"threshold_uncertainty_score":0.2839982,"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."}}