{"id":"W2017393167","doi":"10.3166/acsm.32.487-504","title":"Adsorption des métaux lourds contenus dans l'acide phosphorique industriel par une bentonite algérienne activée. modélisation","year":2007,"lang":"fr","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bentonite; Chemistry; Nuclear chemistry; Geology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004703542,0.0006396028,0.0004471079,0.0003508862,0.001668677,0.0005116546,0.001357686,0.0003490191,0.0008538433],"category_scores_gemma":[0.0004065273,0.0006638854,0.0002234806,0.003324443,0.008013048,0.00299901,0.0006246957,0.0006488592,0.000844864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003212026,"about_ca_system_score_gemma":0.0003120769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007869528,"about_ca_topic_score_gemma":0.003072429,"domain_scores_codex":[0.993892,0.0001524532,0.0008459663,0.001298195,0.001388748,0.00242265],"domain_scores_gemma":[0.9972838,0.0001660319,0.0004912338,0.0008154667,0.000188041,0.00105543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008258355,0.002054471,0.1482727,0.0002579406,0.0001574082,0.0003287726,0.02951011,0.02266234,0.3524217,0.02314915,0.006494354,0.4138652],"study_design_scores_gemma":[0.001169666,0.0006443704,0.6298659,0.0004441983,0.0001338954,0.0001396783,0.006727735,0.02109923,0.2906698,0.02308945,0.02494196,0.001074102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879891,0.001984168,0.09594326,0.001711464,0.001026553,0.000750297,0.0000621154,0.0001227223,0.01041032],"genre_scores_gemma":[0.9866538,0.003367045,0.005457546,0.0006026322,0.0002412156,0.00004236441,0.00003332714,0.00005579433,0.00354629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4815932,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042163630417398,"score_gpt":0.2709035999174629,"score_spread":0.2404819636132889,"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."}}