{"id":"W2964201139","doi":"10.1088/2053-1591/ab336e","title":"Magnetic polyelectrolyte complex (PEC)-stabilized Fe/Pd bimetallic particles for removal of organic pollutants in aqueous solution","year":2019,"lang":"en","type":"article","venue":"Materials Research Express","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Bimetallic strip; Aqueous solution; Polyelectrolyte; Pollutant; Chemical engineering; Chemistry; Materials science; Inorganic chemistry; Environmental chemistry; Catalysis; Polymer; Organic chemistry","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":[0.000127205,0.0003024433,0.0002836458,0.000259801,0.0001124844,0.0001904754,0.0002653069,0.0004479292,0.0003449196],"category_scores_gemma":[0.0001580991,0.0001694684,0.0002292924,0.0001871853,0.0001492481,0.0002333304,0.0001813242,0.0003790612,0.0001853986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343176,"about_ca_system_score_gemma":0.0001218094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004226468,"about_ca_topic_score_gemma":0.0009766378,"domain_scores_codex":[0.9998842,0.00001182163,0.00001138995,0.00003277235,0.00004353141,0.00001621195],"domain_scores_gemma":[0.999935,0.00000964584,0.00001997796,0.000005488444,0.00001807045,0.00001164384],"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":[0.00002436266,0.00001590856,0.00004115386,0.00003164867,0.000003846561,0.00001998354,0.00000406286,0.00008921159,0.9985044,0.00002410755,0.00001423507,0.001227198],"study_design_scores_gemma":[0.000008070235,0.0001101302,0.0006088231,0.000001828006,0.00001231395,0.00006345867,0.000005204193,0.001224918,0.9973974,0.00001293089,0.0005512946,0.000003503022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842678,0.001527081,0.01282588,0.00007687403,0.00003459499,0.00004149527,0.0000914041,0.0001517368,0.0009831671],"genre_scores_gemma":[0.9868738,0.0005710941,0.01085684,0.00005671064,0.00001084873,0.00002442353,0.00009902449,0.00002235713,0.001484909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004479292,"threshold_uncertainty_score":0.001700103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672552247034103,"score_gpt":0.2866858777481547,"score_spread":0.2499603552778137,"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."}}