{"id":"W2320969423","doi":"10.1021/nn102776m","title":"Label-Free Biosensing Based on Multilayer Fluorescent Nanocomposites and a Cationic Polymeric Transducer","year":2011,"lang":"en","type":"article","venue":"ACS Nano","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Biosensor; Transducer; Materials science; Nanocomposite; Fluorescence; Nanotechnology; Cationic polymerization; Polymer chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002187585,0.000398307,0.0002260243,0.0002434163,0.0001609709,0.0004467461,0.0004627646,0.0005154872,0.0003872381],"category_scores_gemma":[0.0004388959,0.0003077716,0.0001797986,0.0001375013,0.0003413544,0.0006157925,0.0004058789,0.0004190321,0.0003011855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005057074,"about_ca_system_score_gemma":0.0002617096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004956479,"about_ca_topic_score_gemma":0.0009083642,"domain_scores_codex":[0.9996982,0.00003292949,0.00001815961,0.00007694172,0.0001391518,0.00003464333],"domain_scores_gemma":[0.9998275,0.00004216314,0.00004834904,0.0000165307,0.00003822332,0.00002714244],"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":[0.00001128459,0.000005235069,0.00003106325,0.0000135526,0.000001499466,0.00001496809,0.000005603478,0.0001407294,0.9985144,0.00007205085,0.000008480775,0.001181091],"study_design_scores_gemma":[0.000004616905,0.00008024462,0.0002241702,0.000002080415,0.000005726155,0.00007864124,0.000004567435,0.003970348,0.9946488,0.00003511135,0.0009391632,0.000006613575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798542,0.001892426,0.1141925,0.0002859915,0.00009834127,0.0001159856,0.0001358841,0.0006880911,0.002736632],"genre_scores_gemma":[0.9097103,0.0005908922,0.08610503,0.0001002716,0.00002877644,0.00007273108,0.0001179372,0.00004461524,0.003229477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005154872,"threshold_uncertainty_score":0.003669143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595651868027809,"score_gpt":0.2471904896899165,"score_spread":0.2312339710096384,"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."}}