{"id":"W1512869407","doi":"10.1002/3527602100.ch16","title":"Semiconductor Quantum Dots as Multicolor and Ultrasensitive Biological Labels","year":2003,"lang":"en","type":"other","venue":"","topic":"Click Chemistry and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institutes of Health","keywords":"Quantum dot; Nanotechnology; Semiconductor; Materials science; Optoelectronics; Chemistry; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003296294,0.0003160344,0.0003256531,0.00002358735,0.00005423705,0.00002528559,0.0001192687,0.0006918829,0.03851278],"category_scores_gemma":[0.000117306,0.0002592198,0.00006687192,0.00005706484,0.0002001479,0.0000116324,0.00004244635,0.0002902851,0.000376674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002507827,"about_ca_system_score_gemma":0.00003307665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009361802,"about_ca_topic_score_gemma":0.000008749616,"domain_scores_codex":[0.9989279,0.00001160016,0.0001824178,0.0005475228,0.00008685521,0.0002437259],"domain_scores_gemma":[0.9992037,0.0001501068,0.0001231321,0.0003453483,0.0000239974,0.000153751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006491556,0.0001240884,0.00009272317,0.00009067279,0.00008248683,0.00001536272,0.00002073199,2.876867e-8,0.7809368,0.001959329,0.2164542,0.0002171313],"study_design_scores_gemma":[0.0003110507,0.000006871662,0.000004014398,0.00006379895,0.00002949374,0.00005211066,0.0001545627,0.000004251,0.4423459,0.0001844037,0.5565178,0.0003256756],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09285092,0.0003676106,0.000005816213,0.0001298209,0.00003496699,0.0001224984,0.0003729564,0.0002886435,0.9058267],"genre_scores_gemma":[0.04622637,0.0004431298,0.0003177337,0.0003705437,0.0002614266,0.00006166312,0.0003101165,0.0001707174,0.9518383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3400636,"threshold_uncertainty_score":0.999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493051301628255,"score_gpt":0.2742528152755228,"score_spread":0.2493223022592402,"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."}}