{"id":"W2131691188","doi":"10.1007/s11270-009-0227-1","title":"Thermodynamics and Kinetics Studies of Pentachlorophenol Adsorption from Aqueous Solutions by Multi-Walled Carbon Nanotubes","year":2009,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Adsorption; Pentachlorophenol; Aqueous solution; Activated carbon; Chemistry; Carbon nanotube; Kinetics; Diffusion; Aqueous two-phase system; Particle (ecology); Chemical engineering; Activated charcoal; Organic chemistry; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.00006459794,0.000235421,0.000321689,0.00008082268,0.00008379776,0.00000686563,0.00007142248,0.0001074699,0.000003476782],"category_scores_gemma":[0.000005529682,0.0001872647,0.00006549414,0.00007854694,0.00009347255,0.00008734383,0.00002484392,0.00009611191,0.000003398312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008444682,"about_ca_system_score_gemma":0.000004228517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002410616,"about_ca_topic_score_gemma":0.0003045786,"domain_scores_codex":[0.9989821,0.00002178048,0.0003276775,0.0002062294,0.0001452824,0.0003169385],"domain_scores_gemma":[0.9996879,0.00001442782,0.00003656615,0.0001570339,0.0000595658,0.00004453314],"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":[0.00004357916,0.0001361012,0.0001685245,0.00005205208,0.0002330464,0.000003387961,0.004520797,0.007219562,0.9833396,0.00002695435,0.000146525,0.004109841],"study_design_scores_gemma":[0.003421058,0.0006594881,0.01621784,0.0002552825,0.0005637453,0.000009124495,0.001622826,0.08791574,0.8844274,0.003396659,0.0004468987,0.001063887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862206,0.01080585,0.001802647,0.0003030008,0.0002874628,0.0001938982,0.0000970565,0.0001768979,0.0001125925],"genre_scores_gemma":[0.9955192,0.003975723,0.0001988773,0.00004145731,0.00006925024,0.0000146513,0.00008858489,0.00002461551,0.00006763365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09891218,"threshold_uncertainty_score":0.7636433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560589023951181,"score_gpt":0.2157520781068216,"score_spread":0.2001461878673098,"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."}}