{"id":"W2350916351","doi":"","title":"ADSORPTION AND SEPARATION OF MALACHITE GREEN BY MAGNETIC CARBOXYMETHYL CHITOSAN","year":2015,"lang":"en","type":"article","venue":"Ion Exchange and Adsorption","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Malachite green; Chemistry; Adsorption; Glutaraldehyde; Chitosan; Aqueous solution; Desorption; Malachite; Nuclear chemistry; Chromatography; Organic chemistry; Copper","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":[0.0001681471,0.0003989236,0.0002557905,0.0004641411,0.0002320811,0.0001634436,0.0003051795,0.0003973663,0.0006871219],"category_scores_gemma":[0.0001656787,0.0002283823,0.0003663459,0.0003056921,0.0002412112,0.0002596781,0.0002036989,0.0003252299,0.000242536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006154713,"about_ca_system_score_gemma":0.0004357799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004235886,"about_ca_topic_score_gemma":0.005944492,"domain_scores_codex":[0.9998006,0.00001746751,0.0000127407,0.00004170937,0.00008500301,0.0000424621],"domain_scores_gemma":[0.9999262,0.00000913599,0.00001358088,0.000008485553,0.00003417673,0.000008401631],"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":[0.00002129675,0.000007211407,0.00006895892,0.00003272009,0.000003022375,0.00002448589,0.000004755144,0.00008295781,0.998387,0.0000679575,0.00003086485,0.001268831],"study_design_scores_gemma":[0.000003794888,0.00003156996,0.000533958,0.000001110158,0.000003925497,0.00003190307,0.000004290896,0.0008112466,0.998018,0.0000229529,0.0005328414,0.000004360788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544799,0.002336162,0.03719521,0.0004051093,0.00006772071,0.00008865239,0.0002826253,0.0003427451,0.004801868],"genre_scores_gemma":[0.9768602,0.0007400324,0.01744669,0.00008582458,0.00001308153,0.00003376562,0.0002628257,0.00003165514,0.004526012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004235886,"threshold_uncertainty_score":0.008422494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152395916234228,"score_gpt":0.2405013749886187,"score_spread":0.2252617833651959,"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."}}