{"id":"W2094658050","doi":"10.1021/la061699a","title":"Characterization of Superlighting Polymer−DNA Aggregates:  A Fluorescence and Light Scattering Study","year":2006,"lang":"en","type":"article","venue":"Langmuir","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radius of gyration; Polymer; Dynamic light scattering; Hydrodynamic radius; Fluorescence; Static light scattering; Light scattering; Scattering; Chemistry; Zeta potential; Fluorescence spectroscopy; Cationic polymerization; Analytical Chemistry (journal); Fluorescence correlation spectroscopy; Molecule; Oligonucleotide; Multiangle light scattering; Gyration; Chemical physics; DNA; Materials science; Optics; Nanotechnology; Polymer chemistry; Chromatography; Physics; Nanoparticle; Organic chemistry; Copolymer","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":[0.00004281358,0.00008740534,0.00009423376,0.00001663527,0.00004371756,0.00001326366,0.00007937538,0.00005465142,0.000007213335],"category_scores_gemma":[0.000005129147,0.00008093398,0.00002273092,0.00004570273,0.00003172351,0.000003939601,0.00007014915,0.00002831129,0.000001380621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002813236,"about_ca_system_score_gemma":0.000006341006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002139259,"about_ca_topic_score_gemma":0.000006502095,"domain_scores_codex":[0.999492,0.00001257224,0.0001340581,0.000182654,0.00006478878,0.0001138771],"domain_scores_gemma":[0.999761,0.000002075687,0.00005875117,0.0001352342,0.00002153516,0.00002143729],"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":[0.00001297461,0.00006060524,0.03252391,0.00002590201,0.0000103519,0.000002680919,0.0001175298,5.641105e-8,0.9665691,0.000007782191,0.00003058436,0.0006384793],"study_design_scores_gemma":[0.0002375896,0.00005509633,0.03328948,0.00001665855,0.000009772182,0.000007957963,0.0001213567,0.000006458204,0.9653062,0.000002350338,0.0008553902,0.00009174178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989572,0.0002320154,0.00001440901,0.0000795219,0.00002632831,0.00006678293,0.000007918062,0.00001170856,0.0006041052],"genre_scores_gemma":[0.9992342,0.00001318599,0.00003815136,0.00002524584,0.0001641402,0.000005795423,0.00007630225,0.00001261079,0.0004303684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263003,"threshold_uncertainty_score":0.3300392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003425569134440028,"score_gpt":0.1948274331628828,"score_spread":0.1914018640284428,"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."}}