{"id":"W4318696350","doi":"10.21203/rs.3.rs-2507587/v1","title":"Selenite adsorption and reduction via Iron(II) impregnated activated carbon produced from the Phosphoric acid activation of landfill waste wood","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Phosphoric acid; Activated carbon; Adsorption; Waste management; Chemistry; Carbon fibers; Nuclear chemistry; Pulp and paper industry; Environmental chemistry; Materials science; Organic chemistry; Composite material; Engineering","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":[0.0001039147,0.0002306841,0.0002106552,0.0002434707,0.0001852618,0.0002270016,0.0002895498,0.0003213612,0.001474236],"category_scores_gemma":[0.0001417314,0.0001284598,0.0002372871,0.0001373583,0.0001415773,0.0001565611,0.0001135198,0.0002369854,0.0003395157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565289,"about_ca_system_score_gemma":0.000134466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579729,"about_ca_topic_score_gemma":0.002208971,"domain_scores_codex":[0.9999146,0.000009492109,0.000004102668,0.00002039781,0.00002565711,0.00002578144],"domain_scores_gemma":[0.9999752,0.000008278624,0.000003183686,0.000003100478,0.000005640042,0.000004541917],"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":[0.0002257657,0.00003846832,0.0001808299,0.0000442104,0.000008185661,0.00007656653,0.00002943916,0.000451126,0.9964517,0.0001143063,0.0000616565,0.00231768],"study_design_scores_gemma":[0.000005658489,0.00008208447,0.0007640845,0.000001088173,0.000005171449,0.00002544996,0.00001332727,0.001629796,0.9971545,0.00002258518,0.0002934351,0.000002639391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974841,0.0001910474,0.0008782321,0.0000238888,0.00001184848,0.000004784778,0.00005301195,0.00003548362,0.001317535],"genre_scores_gemma":[0.9959224,0.0001411984,0.0007439647,0.000007473043,0.000004536301,0.000003103198,0.00009327492,0.00001089686,0.003073167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001579729,"threshold_uncertainty_score":0.004931808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818247016741755,"score_gpt":0.2764487077715103,"score_spread":0.2482662376040927,"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."}}