{"id":"W2334199770","doi":"10.1021/nn201050g","title":"Reactive Semiconductor Nanocrystals for Chemoselective Biolabeling and Multiplexed Analysis","year":2011,"lang":"en","type":"article","venue":"ACS Nano","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Naval Research; Defense Threat Reduction Agency; Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency","keywords":"Nanocrystal; Materials science; Multiplexing; Nanotechnology; Semiconductor; Optoelectronics; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003988242,0.0001492946,0.000311418,0.0001134354,0.0001755177,0.00005233427,0.0001482864,0.00007814638,0.0001773957],"category_scores_gemma":[0.0002697637,0.0001115423,0.00007812501,0.0002399168,0.00009659158,0.0002519371,0.00005215414,0.0000390207,0.00002008622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002830191,"about_ca_system_score_gemma":0.00003287999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003301936,"about_ca_topic_score_gemma":0.00003793344,"domain_scores_codex":[0.9989908,0.0000601327,0.0002149716,0.0003695932,0.0000954662,0.0002689941],"domain_scores_gemma":[0.9992755,0.0001814909,0.0001273133,0.0002096731,0.000145801,0.00006024515],"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":[0.0001158467,0.00003426249,0.0009374943,0.00001378975,0.0001219362,4.868631e-7,0.002338994,4.053736e-7,0.9957231,0.0001613784,0.00005997524,0.0004923519],"study_design_scores_gemma":[0.0002309683,0.00008901104,0.0009017016,0.00001364951,0.0002245527,0.000001876318,0.000470579,0.0001008625,0.9967117,0.0004797942,0.0005933383,0.0001819629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984416,0.0005451065,0.0001549733,0.00002735852,0.0001019766,0.0002547579,0.00006203462,0.00005640256,0.0003558034],"genre_scores_gemma":[0.9945232,0.00003202223,0.00498796,0.00006522652,0.00003984556,0.00006416311,0.00000552981,0.00001706253,0.0002649542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004832987,"threshold_uncertainty_score":0.4548563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05715253613672474,"score_gpt":0.2498314578202669,"score_spread":0.1926789216835422,"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."}}