{"id":"W4388911440","doi":"10.20944/preprints202311.1374.v1","title":"A Potential Novel Probiotic Strain and its Comparative Antagonism Evaluation with a Multi-Strain Probiotic Combination along with an Innovative Approach for Quantifying the Viable Microbiota","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; National Health and Medical Research Council","keywords":"Probiotic; Biology; Strain (injury); Microbiology; Antagonism; Lactobacillus; Escherichia coli; Food science; Lactose; Bacteria; Fermentation; Gene; Biochemistry; Genetics","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":[0.0004087513,0.0006948744,0.0009989304,0.0005496712,0.0002574955,0.0007414914,0.0003015674,0.000427053,0.00128189],"category_scores_gemma":[0.0002985658,0.0001900788,0.0005191304,0.0005456522,0.0002031391,0.0004883533,0.0005536339,0.000495267,0.0003342432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518173,"about_ca_system_score_gemma":0.000312181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005290419,"about_ca_topic_score_gemma":0.001654752,"domain_scores_codex":[0.9994102,0.0001142197,0.00007748589,0.0001075894,0.0002287694,0.00006187453],"domain_scores_gemma":[0.9998614,0.00002155865,0.00003387101,0.00001350195,0.00004574181,0.00002388115],"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":[0.0001176506,0.00007366887,0.0008945469,0.0001211315,0.00001169836,0.00003582471,0.00001765332,0.00004700764,0.9952658,0.00001096858,0.00001066489,0.003393254],"study_design_scores_gemma":[0.00003554831,0.006656441,0.02757722,0.00006226351,0.000237957,0.0007020967,0.0005045122,0.001096877,0.9591256,0.00005442598,0.003910101,0.00003684965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935834,0.002384823,0.002373033,0.0001733134,0.00004924798,0.0001023709,0.000283321,0.00001666906,0.001033735],"genre_scores_gemma":[0.9749177,0.003863594,0.01681295,0.0001337647,0.00004430186,0.0002204932,0.0007033826,0.00002104132,0.003282801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00128189,"threshold_uncertainty_score":0.004288316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3416943329011027,"score_gpt":0.3695835554912644,"score_spread":0.02788922259016174,"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."}}