{"id":"W4385814266","doi":"10.1016/j.chemosphere.2023.139827","title":"Surface-modified graphene oxide-based composites for advanced sequestration of basic blue 41 from aqueous solution","year":2023,"lang":"en","type":"article","venue":"Chemosphere","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Bangladesh University of Engineering and Technology","keywords":"Graphene; Aqueous solution; Oxide; Composite material; Materials science; Surface (topology); Chemical engineering; Chemistry; Nanotechnology; Geometry; Organic chemistry; Metallurgy; Mathematics","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":[0.0001619016,0.000399909,0.0002100725,0.0002538602,0.0002326019,0.0002407057,0.0003380521,0.0004910008,0.0009335975],"category_scores_gemma":[0.0001171844,0.0002366558,0.0001930419,0.0001562005,0.0002110056,0.000256799,0.0002641771,0.000463099,0.0003221197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292872,"about_ca_system_score_gemma":0.0002638046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204775,"about_ca_topic_score_gemma":0.003959537,"domain_scores_codex":[0.9998893,0.000009853316,0.000004353542,0.00002430648,0.00003886655,0.00003327972],"domain_scores_gemma":[0.9999679,0.000007156366,0.000004983786,0.000003734916,0.000007052469,0.00000914986],"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":[0.00002714618,0.000009512144,0.00001687761,0.00002646825,0.000002477995,0.00002053056,0.00001295526,0.00009709116,0.9983739,0.00008640385,0.00007712428,0.001249455],"study_design_scores_gemma":[0.000002805978,0.00004784266,0.0002084294,0.000001435742,0.000004884542,0.00001771317,0.000006337255,0.0008356403,0.9980088,0.00001550165,0.0008463622,0.000004300115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829475,0.002250204,0.009298747,0.0001850076,0.0001104129,0.0000381443,0.0001816525,0.0004018467,0.004586549],"genre_scores_gemma":[0.9909022,0.0008511855,0.004939119,0.00004992128,0.00001110748,0.00001495665,0.0001142805,0.00003109382,0.003086143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001204775,"threshold_uncertainty_score":0.003123164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210936431149597,"score_gpt":0.2588895522126228,"score_spread":0.2367801879011268,"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."}}