{"id":"W4378803573","doi":"10.24124/2023/59390","title":"Development of a dual-functional adsorbent for simultaneous removal of cationic and anionic nutrients from contaminated waste streams","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"University of Northern British Columbia","keywords":"Adsorption; Clinoptilolite; Aqueous solution; Cationic polymerization; Chemistry; Wastewater; Nuclear chemistry; Contamination; Chemisorption; Zeolite; Environmental engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001663404,0.0002226107,0.0003200677,0.00007690785,0.0001028528,0.00001246706,0.0001246872,0.000131102,0.0004471853],"category_scores_gemma":[0.0000537733,0.0002085222,0.00007401541,0.0002111715,0.00004804381,0.00005695711,0.00009804451,0.00007092758,0.00003230565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064708,"about_ca_system_score_gemma":0.00005723206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007306261,"about_ca_topic_score_gemma":0.002278438,"domain_scores_codex":[0.9982417,0.00001569292,0.0005992783,0.0004524424,0.0004853375,0.0002056099],"domain_scores_gemma":[0.9991171,0.0001631918,0.00040535,0.0001949034,0.00005161064,0.00006782312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009354386,0.006387955,0.01176936,0.003280054,0.003601168,0.0001470813,0.03227678,0.009979163,0.148795,0.005287065,0.01894398,0.750178],"study_design_scores_gemma":[0.01718528,0.001785711,0.2599023,0.002273158,0.001509945,0.00001485747,0.03888241,0.05326507,0.5266464,0.007366972,0.08758525,0.003582687],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970645,0.0001195547,0.0002936102,0.00001058753,0.0003713082,0.0008571165,0.0001080299,0.00002866678,0.001146577],"genre_scores_gemma":[0.9746378,0.0001702594,0.002758839,0.00001140549,0.00001847972,0.0001131374,0.004086857,0.00003513412,0.01816808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7465953,"threshold_uncertainty_score":0.8503287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135462374127842,"score_gpt":0.2289936700797793,"score_spread":0.2176390463385008,"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."}}