{"id":"W2084908857","doi":"10.1002/anie.201201872","title":"Nonblinking Plasmonic Quantum Dot Assemblies for Multiplex Biological Detection","year":2012,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Quantum dot; Multiplex; Polyelectrolyte; Plasmon; Nanotechnology; Colloidal gold; Nanoparticle; Materials science; Stoichiometry; Layer (electronics); Molecule; Deposition (geology); Chemistry; Optoelectronics; Polymer; Bioinformatics; Organic chemistry","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":[0.0002069751,0.0001367294,0.0001046482,0.00006922621,0.00009896155,0.00002844988,0.0001140421,0.0001965147,0.000006313455],"category_scores_gemma":[0.0002407294,0.0001186797,0.0001416685,0.00006301508,0.00005550171,0.00002313288,0.00005036287,0.00007670176,0.000003648217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004686364,"about_ca_system_score_gemma":0.0000108684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005221589,"about_ca_topic_score_gemma":0.00001134682,"domain_scores_codex":[0.9992065,0.00001539319,0.0001870912,0.0002400999,0.0001353472,0.0002155158],"domain_scores_gemma":[0.9994823,0.00003633616,0.0001225649,0.0001202988,0.0001851453,0.00005335657],"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":[0.0001023847,0.00007163972,0.0008092457,0.00000482507,0.00005887521,2.259176e-7,0.00001165357,0.000002281128,0.9952918,0.00007780188,0.001325602,0.002243706],"study_design_scores_gemma":[0.0002845605,0.0001028898,0.000699184,0.00001309645,0.00001776421,0.00001504791,0.00005269908,0.0001542595,0.9622694,0.0003058452,0.03592474,0.0001605629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623981,0.000176145,0.1348403,0.000282687,0.001258067,0.0002088806,0.000111875,0.0001029053,0.0006210378],"genre_scores_gemma":[0.9915051,0.0001683139,0.003698117,0.000205622,0.002781261,0.00004367286,0.001467792,0.00001462033,0.0001154551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1311422,"threshold_uncertainty_score":0.4839619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023158362514511,"score_gpt":0.3079148692242836,"score_spread":0.2776832855991385,"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."}}