{"id":"W2127218941","doi":"10.7202/705157ar","title":"Enlèvement de la matière organique dans les filtres CAB","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chemistry; Molecular biology","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":[0.0003014487,0.0005405498,0.0005071877,0.0003878202,0.0006025571,0.0009112903,0.000240219,0.0005062114,0.001383166],"category_scores_gemma":[0.0003495352,0.0001673973,0.0004964562,0.0004010295,0.0003863719,0.0004580144,0.0003199973,0.0006842375,0.0003145849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640011,"about_ca_system_score_gemma":0.0005189842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979392,"about_ca_topic_score_gemma":0.008988661,"domain_scores_codex":[0.9997166,0.00002179825,0.000008595648,0.00006652348,0.0001336023,0.00005286475],"domain_scores_gemma":[0.9996792,0.00009621606,0.0000754621,0.00002051904,0.00008935822,0.00003924099],"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":[0.00006813389,0.000009682961,0.0004888627,0.00008378558,0.00000423523,0.00004324885,0.00007799359,0.000108076,0.9959545,0.0000286208,0.00001170509,0.003121089],"study_design_scores_gemma":[0.000002275129,0.0002235309,0.01026131,0.00001151879,0.00001548815,0.0001048475,0.0001042409,0.0003405084,0.9860246,0.00002387158,0.002880103,0.000007814117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862697,0.002779199,0.008392486,0.00007197139,0.00003511478,0.00003687937,0.0001955708,0.0001467032,0.002072375],"genre_scores_gemma":[0.9840215,0.001665083,0.00716852,0.00006424521,0.00001491358,0.00004202588,0.0003438886,0.00007282866,0.006607059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979392,"threshold_uncertainty_score":0.01188916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666880348923142,"score_gpt":0.2856889095487812,"score_spread":0.2490201060595498,"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."}}