{"id":"W2158006472","doi":"10.5539/mas.v9n3p71","title":"Sorption Concentration of Arsenic Ions by Magnetite","year":2014,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorption; Arsenic; Magnetite; Adsorption; Ion; Chemistry; Absorption (acoustics); Inorganic chemistry; Materials science; Environmental chemistry; Metallurgy; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001140098,0.0002121025,0.000169062,0.0001296646,0.0002007167,0.0002409988,0.0002029732,0.0002082249,0.0006739927],"category_scores_gemma":[0.0001573536,0.0001528389,0.000196288,0.00007398432,0.0001659258,0.0001905306,0.0002428588,0.000288841,0.0002251536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394731,"about_ca_system_score_gemma":0.0001755627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008555757,"about_ca_topic_score_gemma":0.001446453,"domain_scores_codex":[0.9998668,0.00002130293,0.000004444028,0.00003205344,0.0000540456,0.00002132433],"domain_scores_gemma":[0.9999297,0.00002256286,0.00001088805,0.000004888393,0.0000251981,0.000006885157],"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":[0.00001859298,0.000004696973,0.0000815446,0.00002226513,0.000001715739,0.00001067542,0.000007413615,0.0000441985,0.9989045,0.00005067383,0.00001617111,0.0008375943],"study_design_scores_gemma":[0.000001935201,0.00007814961,0.0004805946,0.000001293345,0.000003488877,0.00003245204,0.000009221081,0.0008196748,0.9980134,0.0000205265,0.0005372069,0.000002159486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858509,0.0007446231,0.01059372,0.0001556479,0.00003111998,0.00001787379,0.00006009769,0.0000770125,0.002469001],"genre_scores_gemma":[0.9933692,0.0004124742,0.004017367,0.00002784074,0.00001038827,0.000007036316,0.00006069581,0.00002016972,0.002074857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008555757,"threshold_uncertainty_score":0.002254665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003218778487667035,"score_gpt":0.1873819010999165,"score_spread":0.1841631226122495,"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."}}