{"id":"W4318428476","doi":"10.1016/j.chemosphere.2023.138000","title":"Synthesis of bioinspired sorbent and their exploitation for methylene blue remediation","year":2023,"lang":"en","type":"article","venue":"Chemosphere","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"King Saud University; Algoma University","keywords":"Imidazole; Sorbent; Starch; Phosphate; Chemistry; Methylene blue; Modified starch; Polymer chemistry; Polymerization; Polymer; Radical polymerization; Organic chemistry; Catalysis; Adsorption","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000215742,0.0004111406,0.0002497921,0.0002468435,0.0001562913,0.0001917097,0.0002367738,0.0004498091,0.001274084],"category_scores_gemma":[0.0002212408,0.0002000413,0.0002765521,0.0002350161,0.0001344299,0.0002583274,0.0003038797,0.0004229528,0.000743559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321712,"about_ca_system_score_gemma":0.0002792256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000229239,"about_ca_topic_score_gemma":0.0008868069,"domain_scores_codex":[0.9999075,0.00001063616,0.000007953817,0.0000163744,0.00003222117,0.0000252632],"domain_scores_gemma":[0.9999328,0.000008973375,0.00001329392,0.000009749361,0.00002114274,0.00001409536],"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":[0.00002134845,0.00002608883,0.00005263419,0.00007464201,0.000007063961,0.00006437538,0.00002118549,0.0002041223,0.9950547,0.000181772,0.00006975186,0.004222233],"study_design_scores_gemma":[0.000004869705,0.0001159841,0.0002760572,0.000004182307,0.000004881366,0.00004940902,0.000006908809,0.0004112317,0.9968179,0.00005615368,0.002248481,0.000003941862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604905,0.003381297,0.02924706,0.000219581,0.0001300096,0.0001171061,0.0003363903,0.0003018807,0.005776315],"genre_scores_gemma":[0.9681991,0.002708025,0.01964701,0.0001217387,0.00002594562,0.000101874,0.0004142026,0.00006595532,0.008715994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001274084,"threshold_uncertainty_score":0.004262209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863090875976574,"score_gpt":0.2345361179876086,"score_spread":0.2159052092278429,"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."}}