{"id":"W2041082570","doi":"10.1016/j.envpol.2010.03.011","title":"Quantifying the influence of humic acid adsorption on colloidal microsphere deposition onto iron-oxide-coated sand","year":2010,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University","keywords":"Adsorption; Humic acid; Microsphere; Iron oxide; Deposition (geology); Colloid; Environmental chemistry; Chemistry; Chemical engineering; Acid deposition; Inorganic chemistry; Sediment; Environmental science; Geology; Organic chemistry; Soil science; Soil water","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002182747,0.0001690652,0.0001192818,0.00002992986,0.0002234853,0.00002900531,0.0001755407,0.0001237963,0.00115045],"category_scores_gemma":[0.00001703352,0.0001384609,0.00006743588,0.0001102177,0.0003220439,0.0003304615,0.00006138429,0.0002249323,0.0003893464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711388,"about_ca_system_score_gemma":0.00000552872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004259546,"about_ca_topic_score_gemma":0.0004013493,"domain_scores_codex":[0.9987656,0.00008327804,0.0003227639,0.0002807557,0.0003582961,0.0001892966],"domain_scores_gemma":[0.9994335,0.00002126684,0.0002064559,0.0002739427,0.000002747814,0.00006214424],"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":[0.00005044847,0.000133378,0.01054687,0.000003189793,0.00000355934,4.101718e-7,0.0002088375,0.002113908,0.9854402,0.0001041872,0.0005493262,0.0008456932],"study_design_scores_gemma":[0.000221171,0.0001001823,0.3574307,0.000008423517,0.00000879483,0.000006795054,0.00005892191,0.0004215426,0.6410781,0.00004030995,0.0005115176,0.0001135706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981624,0.00001765987,0.0003240266,0.000193159,0.00007689971,0.0003987442,0.00002637021,0.00005871142,0.0007420029],"genre_scores_gemma":[0.9984077,0.00003186382,0.0006924358,0.0004232647,0.00002428957,0.00003575601,0.00005391859,0.00001528084,0.0003155215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3468838,"threshold_uncertainty_score":0.9997627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008752919767086415,"score_gpt":0.2379045913906838,"score_spread":0.2291516716235974,"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."}}