{"id":"W2131354134","doi":"10.7202/705357ar","title":"Sorption de l'atrazine et du diuron sur charbon actif en poudre en présence de tensioactifs, ions calcium et bichromate. Essai de modélisation","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chemistry; Nuclear chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004034966,0.0003982816,0.0003163689,0.0001876196,0.0006815114,0.0003001594,0.0006525224,0.000417825,0.001367021],"category_scores_gemma":[0.000458324,0.0003932983,0.0001955137,0.0008637154,0.001649501,0.001707482,0.0002047855,0.0005254744,0.0006928324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107676,"about_ca_system_score_gemma":0.0005219041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005310107,"about_ca_topic_score_gemma":0.004596608,"domain_scores_codex":[0.9957441,0.001121832,0.0005119107,0.0007784503,0.0006148724,0.001228816],"domain_scores_gemma":[0.9984881,0.0002822769,0.0003231611,0.0003413571,0.00004237462,0.0005226834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005669478,0.0005770909,0.03235608,0.0001207005,0.00002366187,0.00005474851,0.009205873,0.1045138,0.8275353,0.009067266,0.001695996,0.01479271],"study_design_scores_gemma":[0.0005747163,0.0002977514,0.2210484,0.0003252983,0.00008704353,0.002226911,0.0009321515,0.7370315,0.02068141,0.003201118,0.01294064,0.0006530265],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313553,0.0005688663,0.03437869,0.02940538,0.0006351459,0.0003811244,0.0000707814,0.0001700676,0.003034667],"genre_scores_gemma":[0.9673155,0.002732528,0.02352414,0.001910825,0.0005598106,0.00001937453,0.0000208418,0.0000339616,0.003883041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.806854,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05462493977251656,"score_gpt":0.317607605221922,"score_spread":0.2629826654494054,"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."}}