{"id":"W2023184597","doi":"10.1021/la7011827","title":"Iron/Iron Oxide Nanoparticle Sequestration of Catalytic Metal Impurities from Aqueous Media and Organic Reaction Products","year":2007,"lang":"en","type":"article","venue":"Langmuir","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Impurity; Aqueous solution; Nanoparticle; Iron oxide nanoparticles; Metal; Chemistry; Aqueous medium; Iron oxide; Inorganic chemistry; Oxide; Chemical engineering; Materials science; Organic chemistry; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001366704,0.0002532283,0.0002149494,0.0001046558,0.0001411164,0.0002086528,0.0002051271,0.0001668539,0.0006561671],"category_scores_gemma":[0.0001258346,0.000163256,0.0001162743,0.00007105314,0.0002079491,0.0001495981,0.0001687337,0.00022213,0.0001437883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230454,"about_ca_system_score_gemma":0.0001563262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006567345,"about_ca_topic_score_gemma":0.00123058,"domain_scores_codex":[0.9999087,0.000008945339,0.000005883158,0.00002440805,0.00002141692,0.00003066794],"domain_scores_gemma":[0.9999434,0.00001629258,0.00001592508,0.000007814485,0.000008818868,0.000007677099],"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":[0.00004699149,0.000005060465,0.00003940394,0.0000143212,0.000001801388,0.00002602591,0.0000098069,0.00002464916,0.9993162,0.00004156859,0.00001085966,0.0004633517],"study_design_scores_gemma":[0.00000272106,0.00002722167,0.000165024,8.391456e-7,0.000002189421,0.00001952305,0.000003357056,0.0001560625,0.9994246,0.000005911928,0.0001917739,8.051481e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955741,0.0002782823,0.003108303,0.00003289893,0.000009386948,0.00001526774,0.00004363865,0.00005356488,0.0008845225],"genre_scores_gemma":[0.9955971,0.0001974407,0.002148265,0.00002273694,0.000005283762,0.00001732565,0.00009821227,0.00001773543,0.001895822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006567345,"threshold_uncertainty_score":0.00219506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111424405198287,"score_gpt":0.2214981935140088,"score_spread":0.210383949462026,"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."}}