{"id":"W2166866769","doi":"10.1002/anie.200800409","title":"Facile and Rapid One‐Step Mass Preparation of Quantum‐Dot Barcodes","year":2008,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Genome Canada","keywords":"Quantum dot; Nanotechnology; Materials science","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":[0.0003584488,0.0005139337,0.0004010761,0.0004085587,0.0002922116,0.0003942196,0.0006092991,0.0006464678,0.001269996],"category_scores_gemma":[0.0007280841,0.0004423664,0.0001961303,0.0002752274,0.0003859735,0.0005318008,0.0005342262,0.001283262,0.001103696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534999,"about_ca_system_score_gemma":0.0006026719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000452257,"about_ca_topic_score_gemma":0.001136033,"domain_scores_codex":[0.9996934,0.00001823755,0.00001775803,0.00006830761,0.0001558066,0.00004659663],"domain_scores_gemma":[0.9996841,0.00009071721,0.00005984616,0.00003209296,0.00009647031,0.00003679659],"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":[0.00002453853,0.00002150119,0.00004937378,0.00009349084,0.000004687166,0.00005628262,0.00002989347,0.0002771963,0.9873793,0.001332823,0.0004712634,0.01025965],"study_design_scores_gemma":[0.000005883976,0.00003677899,0.000093812,0.000003404514,0.000002308883,0.0000591327,0.000003888536,0.001093004,0.9951556,0.0001206037,0.003417857,0.0000078226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3607744,0.004690288,0.6200198,0.0006956601,0.0006608389,0.0006225606,0.001294392,0.002927219,0.008314753],"genre_scores_gemma":[0.6657668,0.003937313,0.3192122,0.0003062658,0.00008914484,0.0005456556,0.001141017,0.0002455455,0.00875611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001269996,"threshold_uncertainty_score":0.004248559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792764688615881,"score_gpt":0.2812615708271939,"score_spread":0.2633339239410351,"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."}}