{"id":"W2588524863","doi":"10.1111/1750-3841.13654","title":"Advantage of Eu <sup>3+</sup> ‐Doped Polystyrene Microspheres Compared with Colloidal Gold Used in Immunochromatographic Assays for the Detection of Melamine in Milk","year":2017,"lang":"en","type":"article","venue":"Journal of Food Science","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Melamine; Detection limit; Colloidal gold; Polystyrene; ICTS; Colloid; Materials science; Chemistry; Chromatography; Nuclear chemistry; Nanotechnology; Nanoparticle; Computer science; Composite material; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007319291,0.00009632807,0.0002873948,0.0002227666,0.00009437144,0.00005299741,0.0004099935,0.00004482143,0.000001818228],"category_scores_gemma":[0.0001167545,0.00006337922,0.00008484096,0.0004993752,0.0003455404,0.0003118126,0.0000232165,0.0001866768,1.048093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004838626,"about_ca_system_score_gemma":0.00004783885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007260771,"about_ca_topic_score_gemma":0.0006088427,"domain_scores_codex":[0.9989628,0.00001769583,0.0004422454,0.00009510785,0.0002946535,0.0001875273],"domain_scores_gemma":[0.9992082,0.0001008725,0.0003001803,0.0002067451,0.0001416915,0.00004227335],"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":[0.0001390206,0.00004218636,0.002870523,0.00004209954,0.00002715868,0.000002187415,0.0001473345,0.01427288,0.9813,0.00002869384,0.000001814551,0.001126115],"study_design_scores_gemma":[0.001611251,0.0007331215,0.07148254,0.0002188795,0.00002779445,0.00003060782,0.0005544634,0.0950826,0.8300795,0.00006538576,0.00001913299,0.00009470664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996681,0.0003861888,0.002582799,0.00004657704,0.0001004427,0.0001357134,0.000006841053,0.000004725235,0.00005568962],"genre_scores_gemma":[0.9992511,0.00005727309,0.0006519729,0.000002879617,0.00002118618,0.000002129706,8.077311e-8,0.000007835216,0.000005528371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1512205,"threshold_uncertainty_score":0.258453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296576328147171,"score_gpt":0.2379413839898246,"score_spread":0.2249756207083529,"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."}}