{"id":"W2008538079","doi":"10.1016/j.copbio.2014.11.006","title":"Mind your P's and Q's: the coming of age of semiconducting polymer dots and semiconductor quantum dots in biological applications","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Nanotechnology; Quantum dot; Context (archaeology); Bioanalysis; Nanoparticle; Materials science; Biosensor; Fluorescence; Polymer; Semiconductor; Optoelectronics; Physics; Biology; Optics","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":[0.001122606,0.0002964395,0.001626641,0.0004063568,0.00005398903,0.0000202192,0.0004688213,0.0006212916,0.00002440283],"category_scores_gemma":[0.0002742084,0.0001737756,0.00009801024,0.0003131733,0.001603766,0.0000481277,0.0003733039,0.0004920904,0.000004583598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255298,"about_ca_system_score_gemma":0.00005429119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006306328,"about_ca_topic_score_gemma":0.000003879808,"domain_scores_codex":[0.9975629,0.000437732,0.001108023,0.0005203817,0.000099021,0.0002718711],"domain_scores_gemma":[0.9982018,0.0005821121,0.0007420102,0.0004213099,0.0000236279,0.00002909697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003630391,0.0001663194,0.0001955048,0.01535882,0.00002590778,4.900299e-7,0.0004697774,2.526689e-7,0.04866378,0.02862416,0.00002424273,0.9064344],"study_design_scores_gemma":[0.001319867,0.0001603992,0.00003652783,0.02574951,0.0001139233,0.0001082146,0.0007954882,0.00007851051,0.02358599,0.002222048,0.9450519,0.0007775967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07386783,0.9245952,0.00002832507,0.0001221132,0.000587324,0.000721439,0.00005476591,0.00001653512,0.000006500534],"genre_scores_gemma":[0.02549934,0.9741329,0.00008718862,0.000002443847,0.00007293774,0.0001661435,0.0000212433,0.00001563032,0.000002184911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9450277,"threshold_uncertainty_score":0.7086363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667396668206794,"score_gpt":0.377810364873097,"score_spread":0.2110706980524176,"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."}}