{"id":"W4406744278","doi":"","title":"Removal of pharmaceuticals in SMBR at varying HRT and dynamics and diversity of the bacterial community","year":2017,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Diversity (politics); Dynamics (music); Computer science; Sociology","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":[0.0004533337,0.0004750995,0.0007091461,0.0002876475,0.0004060811,0.00111022,0.0003167128,0.0008243981,0.003040895],"category_scores_gemma":[0.0007960124,0.0002222034,0.0005663837,0.000313323,0.0003106908,0.000648139,0.0004091862,0.0007131939,0.001300696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004387849,"about_ca_system_score_gemma":0.000425167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988533,"about_ca_topic_score_gemma":0.004004513,"domain_scores_codex":[0.9994042,0.00008425816,0.00003001487,0.0001569117,0.0001520728,0.0001726387],"domain_scores_gemma":[0.9996979,0.00008220004,0.00005779509,0.00002511569,0.00008859906,0.00004841133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000334329,0.00005570872,0.0005429426,0.00004944484,0.000008423312,0.00002887034,0.00004590001,0.0001496022,0.9964738,0.00002105138,0.00008912608,0.002200777],"study_design_scores_gemma":[0.00001390543,0.00112595,0.01288917,0.00002293724,0.00002883171,0.00007794925,0.0002273251,0.001835336,0.982154,0.00005399762,0.001544952,0.00002559329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951864,0.0006163517,0.001435904,0.0001637575,0.00007478692,0.00002863109,0.0007150991,0.00005586653,0.001723336],"genre_scores_gemma":[0.9876543,0.0007132817,0.00338884,0.0001917938,0.00006206161,0.00004898829,0.001188566,0.00005408693,0.006698038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003988533,"threshold_uncertainty_score":0.01017284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061377371649387,"score_gpt":0.2426620694279986,"score_spread":0.2220482957115048,"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."}}