{"id":"W2950838582","doi":"10.82308/35223","title":"Selenium removal from aqueous solutions","year":2011,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Chemistry; Dithionite; Sodium dithionite; Selenium; Aqueous solution; Inorganic chemistry; Reagent; Sulfide; Sulfur; Precipitation; Stoichiometry; Nuclear chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001013818,0.0006763277,0.0007292803,0.000205833,0.001573542,0.00007237028,0.001075847,0.0008444734,0.001211101],"category_scores_gemma":[0.001018789,0.0006315841,0.000417865,0.0006603405,0.00023788,0.0006802668,0.0003970535,0.001287576,0.003016332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008375941,"about_ca_system_score_gemma":0.00001569003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488613,"about_ca_topic_score_gemma":0.0005910762,"domain_scores_codex":[0.9945664,0.0009368084,0.001032502,0.001347221,0.0006724104,0.001444667],"domain_scores_gemma":[0.9970253,0.000480134,0.0004022189,0.00123645,0.000281178,0.0005747058],"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":[0.0009541414,0.000862836,0.001459376,0.00005758669,0.0002921092,0.0001911556,0.00004386286,0.000008263282,0.8400522,0.06393058,0.000169019,0.09197885],"study_design_scores_gemma":[0.002483889,0.0008105299,0.01660878,0.0002449373,0.0003556512,0.0005721344,0.0003102718,0.000150035,0.4441059,0.1232415,0.4086792,0.002437232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8642141,0.000481009,0.000001931482,0.00006335501,0.003752656,0.0006186783,0.0008296053,0.001131523,0.1289071],"genre_scores_gemma":[0.9926489,0.00002624351,0.005133415,0.0008655949,0.0002595046,0.00008757879,0.00009552619,0.0001467911,0.0007364426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4085101,"threshold_uncertainty_score":0.9997263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708395619055643,"score_gpt":0.2382638654704791,"score_spread":0.1811799092799226,"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."}}