{"id":"W2974608048","doi":"","title":"KINETICS, EQUILIBRIUM STUDIES ON REMOVAL OF IONIC DYES USING A NOVEL NONCONVENTIONAL ACTIVATED CARBON","year":2012,"lang":"en","type":"article","venue":"International Journal of Chemistry","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Activated carbon; Kinetics; Malachite green; Endothermic process; Adsorption; Physisorption; Diffusion; Cationic polymerization; Langmuir adsorption model; Activation energy; Langmuir; Nuclear chemistry; Analytical Chemistry (journal); Chromatography; Physical chemistry; Thermodynamics; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002112446,0.0001114347,0.0001615595,0.00004385001,0.0000145915,0.00001018116,0.0002530777,0.00006388124,0.0008401882],"category_scores_gemma":[0.0001273354,0.0000932385,0.0001443912,0.00008202431,0.0001680581,0.000170753,0.0001075014,0.0001500302,0.000008146219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436625,"about_ca_system_score_gemma":0.00002109579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006012948,"about_ca_topic_score_gemma":4.673337e-7,"domain_scores_codex":[0.9985503,0.0000146629,0.000473514,0.0000912206,0.0007324127,0.0001378659],"domain_scores_gemma":[0.9990664,0.00003996824,0.0006142017,0.00007500997,0.0001149658,0.00008942928],"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":[0.0001352942,0.0003011577,0.001889062,0.000007301827,0.0001346328,0.00001106685,0.00009018762,0.001365891,0.9957331,0.0000399251,0.0000560612,0.0002362753],"study_design_scores_gemma":[0.0006881827,0.00004685001,0.001990991,0.0001112685,0.00002871058,0.001485044,0.0001636731,0.0005322525,0.993301,0.0001091138,0.001428859,0.0001140035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952779,0.0001072391,0.00006591952,0.0002595893,0.000841368,0.00002508846,0.00001400983,0.000006037675,0.003402809],"genre_scores_gemma":[0.9975954,0.00001554647,0.001332827,0.00005920766,0.0004808342,2.543231e-7,0.000003181714,0.000008444795,0.0005042494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002898559,"threshold_uncertainty_score":0.9199471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939512272139156,"score_gpt":0.3109033891864624,"score_spread":0.2715082664650708,"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."}}