{"id":"W2892127315","doi":"10.1051/medsci/20183408009","title":"<i>In bacteria veritas</i>","year":2018,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Bacteria; Biology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006449204,0.0002089582,0.0002106472,0.00008572853,0.0003048214,0.00007888785,0.0004288306,0.0002382097,0.0008965508],"category_scores_gemma":[0.00005612696,0.0002004713,0.00007108427,0.0004091377,0.001602212,0.00001807161,0.0001639094,0.000113179,0.0004591731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003263356,"about_ca_system_score_gemma":0.0003927271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282106,"about_ca_topic_score_gemma":0.0006513076,"domain_scores_codex":[0.9981182,0.0001192988,0.0003128444,0.0006204254,0.000132742,0.0006965382],"domain_scores_gemma":[0.999457,0.00002047036,0.00008717792,0.0002560155,0.00005925642,0.0001200889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004222117,0.0002454899,0.01390461,0.00006045369,0.00001262561,0.00001055465,0.0001518027,0.000005410816,0.8806114,0.004003321,0.09896225,0.001989845],"study_design_scores_gemma":[0.0009075116,0.001976135,0.02900619,0.0001055113,0.00001255905,0.00007870645,0.000162098,0.00006903628,0.06677128,0.0006964557,0.8998612,0.0003533275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498182,0.01139759,0.0001209189,0.01259132,0.003664162,0.0001877551,0.00005581605,0.000008650208,0.02215562],"genre_scores_gemma":[0.9751725,0.001579309,0.005036007,0.005555108,0.002367231,0.000006873251,0.00002010112,0.00001943775,0.01024342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8138402,"threshold_uncertainty_score":0.9816602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992702005889425,"score_gpt":0.3079717388822821,"score_spread":0.2880447188233879,"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."}}