{"id":"W4387444925","doi":"10.5463/thesis.365","title":"Probiotics in perspective","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Probiotic; Dieticians; Product (mathematics); Medicine; Psychological intervention; Variety (cybernetics); Health care; Intensive care medicine; Biotechnology; Business; Family medicine; Nursing; Biology; Political science","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":[0.002357247,0.001088897,0.0008843594,0.001440836,0.001852627,0.006153184,0.00121221,0.005073122,0.0156722],"category_scores_gemma":[0.003711223,0.0002486693,0.0005678675,0.001128672,0.008745484,0.00606715,0.004512375,0.009260669,0.005647494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003024454,"about_ca_system_score_gemma":0.002802772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405654,"about_ca_topic_score_gemma":0.003450461,"domain_scores_codex":[0.9975769,0.001126288,0.0001225492,0.0004059849,0.0005215013,0.0002468324],"domain_scores_gemma":[0.9988065,0.0004707829,0.0001056855,0.0001287048,0.0002769347,0.0002113515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001054542,0.00004856139,0.0007467548,0.000993418,0.00003758826,0.0004531103,0.004189061,0.0001937279,0.0008413006,0.6886607,0.1708949,0.1328354],"study_design_scores_gemma":[0.000005032415,0.00002863764,0.0002040498,0.0005459838,0.000006431409,0.000215065,0.0009101722,0.00002606582,0.0001030879,0.04351406,0.9544344,0.000006966503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003933251,0.3873414,0.006020813,0.2951275,0.04758415,0.00006171389,0.0003595538,0.000182882,0.2593888],"genre_scores_gemma":[0.1221098,0.4182166,0.009579166,0.2520157,0.04686371,0.0002316704,0.0006898655,0.0003328424,0.1499607],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0156722,"threshold_uncertainty_score":0.05242878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08905615826838006,"score_gpt":0.5039204060999665,"score_spread":0.4148642478315864,"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."}}