{"id":"W6990363404","doi":"","title":"Design of passive methane oxidation biosystems considering their response to the presence of capillary barrier effect","year":2016,"lang":"fr","type":"dissertation","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Agrégation; Environmental effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007104107,0.0002933387,0.0005150347,0.0001475509,0.0002674553,0.000004817814,0.0006637446,0.0003793804,0.00002488528],"category_scores_gemma":[0.0005793001,0.0002050032,0.0003493842,0.0002421539,0.0005977832,0.00002566478,0.0002303286,0.0001334166,0.00000816601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661261,"about_ca_system_score_gemma":0.0004788536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006796764,"about_ca_topic_score_gemma":0.001394046,"domain_scores_codex":[0.9976825,0.001068062,0.0004486973,0.0003518551,0.0002550734,0.00019379],"domain_scores_gemma":[0.9980519,0.0003147252,0.000464881,0.0005233187,0.000567467,0.00007767398],"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":[0.004981069,0.00009358454,0.0002903838,0.002867508,0.0004444901,0.00000146278,0.003624296,0.01121298,0.9741352,0.0002176282,0.00064212,0.001489309],"study_design_scores_gemma":[0.0007528444,0.0004152954,0.003742057,0.004430912,0.000340443,0.00001459661,0.0004173158,0.0002936048,0.9806719,0.00001145243,0.008716724,0.0001928073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280612,0.01231311,0.0567829,0.00009120749,0.001357611,0.0009411788,0.0001492404,0.000004701683,0.0002988664],"genre_scores_gemma":[0.9962599,0.001145507,0.0008401262,0.000006976334,0.0001014571,0.000002584727,0.00005950317,0.00001545659,0.001568446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06819876,"threshold_uncertainty_score":0.8359789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008909638646320647,"score_gpt":0.2018218635111074,"score_spread":0.1929122248647868,"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."}}