{"id":"W4387895683","doi":"10.1101/2023.10.23.563627","title":"Honey varietals differentially impact <i>Bifidobacterium animalis</i> ssp <i>lactis</i> survivability in yogurt through simulated <i>in vitro</i> digestion","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto","funders":"National Honey Board","keywords":"Bifidobacterium animalis; Food science; Probiotic; Digestion (alchemy); Biology; Microbiology; Incubation; Bifidobacterium; Chemistry; Lactobacillus; Bacteria; Fermentation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001612966,0.0003568485,0.0003669518,0.0001694742,0.0001365522,0.0005141304,0.0001627234,0.0002435742,0.001401912],"category_scores_gemma":[0.0002332492,0.0001616379,0.0002806543,0.0001554102,0.0002514974,0.0002243806,0.0002690504,0.0005049117,0.000212065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688634,"about_ca_system_score_gemma":0.0001578177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006364096,"about_ca_topic_score_gemma":0.001278105,"domain_scores_codex":[0.9997488,0.00006438704,0.00002825153,0.00006144886,0.00005407242,0.00004304805],"domain_scores_gemma":[0.9998363,0.00003267429,0.00004640367,0.00001483558,0.00003673739,0.00003309717],"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":[0.001189224,0.0001912943,0.0007103868,0.00009652266,0.00001677575,0.00003029182,0.0000356227,0.00002383176,0.9959927,0.00001366296,0.00003967066,0.001660097],"study_design_scores_gemma":[0.00007566017,0.01054787,0.06167707,0.00005342521,0.0001751675,0.0001523758,0.0004020583,0.0005173887,0.9237514,0.00004117285,0.002581146,0.00002516368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979433,0.0009201136,0.0002731579,0.00004628323,0.00002285078,0.00003754495,0.0003037464,0.00001017125,0.0004427968],"genre_scores_gemma":[0.9944314,0.0008072238,0.001488101,0.0001139522,0.00001133329,0.0001003334,0.0005909308,0.00001425448,0.002442435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001401912,"threshold_uncertainty_score":0.004689813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325524468775268,"score_gpt":0.2332200888991853,"score_spread":0.2099648442114326,"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."}}