{"id":"W7139685217","doi":"","title":"The Production and Investigation into Properties of Novel Enzymatically Derived Beta-Linked Manno-oligosaccharides as Bioactive Carbohydrates","year":2025,"lang":"","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Prebiotic; Probiotic; Nutraceutical; Escherichia coli; Functional food; Lachnospiraceae; Gut flora; Gut bacteria","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":[0.0002230418,0.0004745584,0.0001349361,0.0002243411,0.00009049942,0.000373178,0.0001248086,0.000221202,0.0003329463],"category_scores_gemma":[0.0001855349,0.00008303385,0.0002679428,0.0002024016,0.0001539489,0.0003640426,0.0001801573,0.000402833,0.0001304066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653455,"about_ca_system_score_gemma":0.0001762739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003024998,"about_ca_topic_score_gemma":0.0004373188,"domain_scores_codex":[0.9999189,0.00001569411,0.00000526143,0.00001598203,0.0000242238,0.00001993367],"domain_scores_gemma":[0.9999268,0.0000122741,0.00002437076,0.000006958409,0.00001538712,0.00001422742],"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":[0.00003489579,0.00002379502,0.0003252681,0.00006229722,0.000006301806,0.00002937427,0.00001068673,0.0001052567,0.9958355,0.0001180256,0.000009962318,0.003438539],"study_design_scores_gemma":[0.000003581293,0.0006126895,0.005230842,0.00001960674,0.00002252693,0.0001412847,0.00004074897,0.0006019025,0.9909176,0.00005712403,0.002344994,0.000007106071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883249,0.004742045,0.005319357,0.00008311748,0.00002256121,0.0000462697,0.0001769043,0.00001381427,0.001271069],"genre_scores_gemma":[0.9855,0.003918237,0.008704042,0.00005072705,0.00001461299,0.00003190738,0.0002857687,0.00001240363,0.001482231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004745584,"threshold_uncertainty_score":0.001199663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038945176426171,"score_gpt":0.2450018295158183,"score_spread":0.2246123777515566,"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."}}