{"id":"W2056780832","doi":"10.1002/elps.201100106","title":"Rapid CE‐UV binding tests of environmentally hazardous compounds with polymer‐modified magnetic nanoparticles","year":2011,"lang":"en","type":"article","venue":"Electrophoresis","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Capillary electrophoresis; Ethylene glycol; Chemistry; Nanoparticle; Magnetic nanoparticles; Polymer; Ethylene glycol dimethacrylate; Chromatography; Coating; Nuclear chemistry; Organic chemistry; Materials science; Nanotechnology; Monomer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004659839,0.0001619784,0.0001934574,0.00009986725,0.00005394608,0.00001404755,0.0001018818,0.00006573469,0.0003677306],"category_scores_gemma":[0.000003678938,0.0001382849,0.00005706548,0.0002248369,0.0000933691,0.00004923139,0.00001407861,0.000112804,0.00002874451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004902148,"about_ca_system_score_gemma":0.000007831203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003131791,"about_ca_topic_score_gemma":0.000025593,"domain_scores_codex":[0.9991267,0.00002122705,0.0001969273,0.000167629,0.0001641564,0.0003233379],"domain_scores_gemma":[0.9996674,0.00002258539,0.00003313355,0.0001820951,0.00000988375,0.00008487312],"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":[0.0000729769,0.00005512679,0.0005204632,0.00002441703,0.00004720203,0.00001076973,0.00009041094,0.00002298223,0.9957279,0.0001022197,0.0001043514,0.003221154],"study_design_scores_gemma":[0.0002967495,0.0006774869,0.02256032,0.00001730207,0.00005394027,0.00001786499,0.00002722297,0.001413357,0.9745624,0.0000628515,0.000118709,0.0001917886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919117,0.001415723,0.0000745857,0.00001079946,0.00003634214,0.00008359725,0.000006113278,0.0001064883,0.006354648],"genre_scores_gemma":[0.9990607,0.0002159911,0.000408931,0.00001188694,0.00002564469,0.000007882425,0.000002249588,0.00003696234,0.0002297659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02203985,"threshold_uncertainty_score":0.5639096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009556022870198548,"score_gpt":0.1670830049842795,"score_spread":0.1575269821140809,"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."}}