{"id":"W2507133708","doi":"10.5344/catalyst.2016.16002","title":"The Two Faces of <i>Lactobacillus kunkeei</i>: Wine Spoilage Agent and Bee Probiotic","year":2016,"lang":"en","type":"article","venue":"Catalyst Discovery into Practice","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lallemand; American Vineyard Foundation","keywords":"Food spoilage; Probiotic; Wine; Food science; Biology; Lactobacillus; Bacteria; Fermentation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001606869,0.0003290231,0.0002509756,0.0001278767,0.0003637445,0.0007681663,0.0003366155,0.0008817523,0.0031137],"category_scores_gemma":[0.0002021562,0.0001252284,0.000324225,0.000140807,0.0005361277,0.0005875895,0.0005627807,0.0009897504,0.0004648414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785163,"about_ca_system_score_gemma":0.0004597273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646936,"about_ca_topic_score_gemma":0.002958035,"domain_scores_codex":[0.9997948,0.00003719188,0.00001251323,0.00002822649,0.00006480844,0.00006244132],"domain_scores_gemma":[0.9998583,0.00002060398,0.0000361951,0.00000835613,0.00003362341,0.00004295995],"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":[0.001076412,0.0001865321,0.004455059,0.001128936,0.00004713195,0.0007478474,0.0002690113,0.0002884666,0.9535093,0.002818407,0.003477328,0.0319954],"study_design_scores_gemma":[0.00005613938,0.002439329,0.04421215,0.0003516735,0.0001576205,0.001544023,0.003658472,0.001541764,0.8464137,0.004500708,0.09502762,0.00009686435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9050298,0.04401142,0.004300168,0.01770977,0.002444791,0.00008623755,0.0006445713,0.0001528972,0.0256204],"genre_scores_gemma":[0.9730109,0.01149739,0.002393864,0.002464732,0.0003514686,0.00003667839,0.0003005115,0.00002324338,0.009921236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0031137,"threshold_uncertainty_score":0.01041633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736161122462808,"score_gpt":0.272657803380007,"score_spread":0.2552961921553789,"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."}}