{"id":"W2183332888","doi":"","title":"Étude de la dynamique de dénitrification et de la diversité bactérienne d’un biofilm dénitrifiant en conditions salines","year":2014,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nitrification; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007232943,0.0004361359,0.0005325945,0.0003765648,0.0003785567,0.0006400791,0.0003037885,0.0005971962,0.001951151],"category_scores_gemma":[0.0006796107,0.0003444236,0.0005713971,0.0005145871,0.0002440138,0.0005321056,0.0003237058,0.0006211142,0.0004922755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844959,"about_ca_system_score_gemma":0.0004317914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005050657,"about_ca_topic_score_gemma":0.004194935,"domain_scores_codex":[0.9994473,0.00005796527,0.00003351613,0.0001325112,0.0002675981,0.00006116907],"domain_scores_gemma":[0.999564,0.0001128341,0.00004285742,0.00003061959,0.000215102,0.00003460513],"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":[0.00006623329,0.00002499641,0.0008817972,0.00004762068,0.000006780554,0.00002576188,0.00009319401,0.0001456661,0.9950783,0.00005365521,0.00002651355,0.003549519],"study_design_scores_gemma":[0.00001816037,0.0005441973,0.03219588,0.00002777226,0.00004016819,0.0001409348,0.000413029,0.006370322,0.9559422,0.0001391962,0.004129615,0.00003863788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985932,0.001386896,0.0100815,0.0001364415,0.00008474263,0.00003638893,0.0005637767,0.00007019992,0.001708056],"genre_scores_gemma":[0.9706157,0.001783429,0.01746124,0.0000677719,0.00002323318,0.0001410676,0.001317012,0.00006582474,0.008524776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005050657,"threshold_uncertainty_score":0.01004255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795564489695615,"score_gpt":0.2909314112138374,"score_spread":0.2629757663168812,"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."}}