{"id":"W2767442222","doi":"10.1016/j.micres.2017.11.005","title":"Rapid screening of starter cultures for maari based on antifungal properties","year":2017,"lang":"en","type":"article","venue":"Microbiological Research","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Novalait","keywords":"Biology; Bacillus circulans; Microbiology; Bacillus pumilus; Bacillus subtilis; Bacillaceae; Penicillium citrinum; Bacteria; Food science; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008030778,0.001258545,0.001085294,0.0009723035,0.0002511815,0.0006516125,0.0005149654,0.0005456029,0.001608792],"category_scores_gemma":[0.001386201,0.0003601845,0.0007397668,0.0007709184,0.0002308437,0.0006084861,0.000594686,0.001083645,0.00146643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689571,"about_ca_system_score_gemma":0.000276589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003394519,"about_ca_topic_score_gemma":0.000823055,"domain_scores_codex":[0.9992828,0.0001496177,0.00008921602,0.0001068246,0.0002988444,0.00007273465],"domain_scores_gemma":[0.9990169,0.0004180067,0.0001192639,0.0001034767,0.0002363177,0.0001061563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005889402,0.00003797863,0.0001821735,0.00003159626,0.000003846941,0.0000238439,0.00001034893,0.00002104331,0.9975777,0.00001368923,0.00002670688,0.00201225],"study_design_scores_gemma":[0.000004197836,0.0003726027,0.002011799,0.000007550898,0.00002490285,0.00009325276,0.0000290124,0.0002355586,0.9963686,0.0000165042,0.0008295457,0.000006465195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897201,0.007579502,0.08490048,0.0004855076,0.000199121,0.001152365,0.003626561,0.001267553,0.003587866],"genre_scores_gemma":[0.8241253,0.00485471,0.1506606,0.000208758,0.0000937411,0.0008822785,0.009846505,0.0002314874,0.009096525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001608792,"threshold_uncertainty_score":0.005381942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753674893615184,"score_gpt":0.3929725881818438,"score_spread":0.2176050988203254,"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."}}