{"id":"W2809519212","doi":"10.1016/j.ultsonch.2018.06.012","title":"Ultrasonic-assisted synthesis of graphene oxide – fungal hyphae: An efficient and reclaimable adsorbent for chromium(VI) removal from aqueous solution","year":2018,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanocomposite; Adsorption; Hexavalent chromium; Aqueous solution; Materials science; Langmuir adsorption model; Graphene; Chemical engineering; Chromium; Oxide; Nuclear chemistry; Chemistry; Composite material; Nanotechnology; Organic chemistry; Metallurgy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039703,0.0003340891,0.000375899,0.00004032066,0.0003006019,0.00005200091,0.000337182,0.0003021788,0.0008845768],"category_scores_gemma":[0.0002545861,0.0003267,0.0001874312,0.0002432363,0.0006826305,0.0001397602,0.00009317249,0.0001724991,0.00004500199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609724,"about_ca_system_score_gemma":0.00005579715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003531503,"about_ca_topic_score_gemma":0.0001146378,"domain_scores_codex":[0.9976982,0.0000579932,0.0005156355,0.000774089,0.000417474,0.0005366391],"domain_scores_gemma":[0.9985651,0.0002165328,0.0003366251,0.000524172,0.00005596725,0.0003016454],"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":[0.0002582046,0.0002931291,0.00103275,0.0000293152,0.00004427525,0.000003939198,0.0001082411,0.00009813306,0.9879825,0.00007532973,0.0004664807,0.009607778],"study_design_scores_gemma":[0.0009604517,0.0001673101,0.006564967,0.00007305148,0.0001276317,0.0002301128,0.0002474293,0.01985105,0.9675571,0.0002414421,0.003493427,0.000486013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945195,0.0001863605,0.002309604,0.0001282606,0.0001580002,0.0003145748,0.0005288253,0.0001136678,0.001741172],"genre_scores_gemma":[0.9763125,0.00009610234,0.02293353,0.00007435009,0.0001331727,0.00002775446,0.00009182033,0.00003773901,0.000293098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062392,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240555909697986,"score_gpt":0.2334415678764045,"score_spread":0.2210360087794246,"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."}}