{"id":"W7116051541","doi":"10.82417/c2nj-b691","title":"Microencapsulation of intestinal bacteria","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Bacteria; Anaerobic bacteria; Probiotic; Akkermansia muciniphila; Microfluidics; Gut flora; Microbiome; Escherichia coli","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000201225,0.0004298012,0.0005641858,0.0008213987,0.00002548714,0.00003656111,0.0003815382,0.0003464702,0.01244133],"category_scores_gemma":[0.0003218464,0.0004501091,0.0001410224,0.0005198445,0.0001313972,0.00005353932,0.0001542,0.0002845309,0.007225638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416915,"about_ca_system_score_gemma":0.0002716708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004912958,"about_ca_topic_score_gemma":0.0006679345,"domain_scores_codex":[0.9983862,0.0001404021,0.0003237829,0.0005072224,0.0003121159,0.0003302429],"domain_scores_gemma":[0.9983402,0.00006693297,0.0006433551,0.0007412536,0.0001269448,0.00008133546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007141433,0.00007815044,0.000759564,0.0002504332,0.0001094998,0.000009993219,0.0001142937,0.000004957484,0.059829,0.0009215235,0.9371805,0.0006706365],"study_design_scores_gemma":[0.0005626075,0.00004656661,0.005136588,0.001851963,0.0001373141,0.00001001998,0.00003615997,0.00004485884,0.005004452,0.00007920091,0.9866542,0.000436027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001878555,0.0006523082,0.0004547189,0.0002424807,0.0009628457,0.0006679303,0.0007238479,0.0006146263,0.9938027],"genre_scores_gemma":[0.005956086,0.00002088091,0.007314906,0.00003542087,0.0003304336,0.0000172351,0.0002981678,0.0009073192,0.9851195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05482455,"threshold_uncertainty_score":0.9997951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035938014698803,"score_gpt":0.2568532307885906,"score_spread":0.2464938506416025,"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."}}