{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007897991,0.0001425113,0.0001704058,0.000012086,0.0003344908,0.0001870689,0.0003151266,0.00005470323,0.0001088232],"category_scores_gemma":[0.001299084,0.00003704623,0.00006582861,0.0002236404,0.0003358632,0.0009671424,0.0001876689,0.0001234133,0.00005675819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003732299,"about_ca_system_score_gemma":0.00003235827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022555,"about_ca_topic_score_gemma":0.001403697,"domain_scores_codex":[0.9986479,0.00019413,0.0002530168,0.0002688255,0.0003276528,0.0003085081],"domain_scores_gemma":[0.9966042,0.002866158,0.0001821848,0.0001112148,0.000143002,0.00009322915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000265696,0.00009157887,0.0009027357,0.00002528552,0.00005446969,0.00001739786,0.000327436,9.141446e-7,0.9423982,0.001259537,0.00108748,0.05356928],"study_design_scores_gemma":[0.001372206,0.001668286,0.04074931,0.0003121431,0.0002957521,0.0002514774,0.006912123,0.00002546578,0.3710946,0.004655176,0.5717041,0.0009592795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845131,0.0009359817,0.0000144348,0.01126655,0.0001034149,0.0002664222,0.0000544399,0.00001922366,0.002826423],"genre_scores_gemma":[0.997366,0.0005241077,0.00002690307,0.000147587,0.0002020492,0.00001405499,0.00001832504,0.000001547507,0.001699487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5713036,"threshold_uncertainty_score":0.2572666,"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."}}