{"id":"W1914320033","doi":"10.1039/c5nr03299g","title":"Nanohybrid conjugated polyelectrolytes: highly photostable and ultrabright nanoparticles","year":2015,"lang":"en","type":"article","venue":"Nanoscale","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"The Academy of Sciences for the Developing World; McGill University","keywords":"Polyelectrolyte; Conjugated system; Nanotechnology; Nanoparticle; Materials science; Polymer","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":[0.0004355153,0.0002083344,0.0003076937,0.00005853945,0.0001414932,0.000216448,0.0002254842,0.00008922531,0.0002646003],"category_scores_gemma":[0.0001053992,0.0001670658,0.00003230785,0.0001373126,0.0002085581,0.0004280123,0.00007679775,0.00005823813,0.0006914762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004406531,"about_ca_system_score_gemma":0.0001050434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378863,"about_ca_topic_score_gemma":0.00002631055,"domain_scores_codex":[0.9982748,0.00009735004,0.0003297911,0.0004119139,0.0003254805,0.0005606415],"domain_scores_gemma":[0.9991409,0.00004276111,0.00009622524,0.0002918289,0.0001201812,0.0003081348],"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":[0.0001293987,0.00007683421,0.001493479,0.00001714723,0.000004273455,0.00001734279,0.0002686029,8.086656e-7,0.9904214,0.000229076,0.007237426,0.0001042154],"study_design_scores_gemma":[0.000969157,0.0001835068,0.0004279581,0.00002977832,0.00001920309,0.00004412074,0.00007457182,0.00003503617,0.9850848,0.0003143027,0.01257831,0.0002392032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970989,0.0004931029,0.00001517596,0.0003641039,0.000623004,0.0002498023,0.00006205086,0.0002102365,0.0008835765],"genre_scores_gemma":[0.9978423,0.00004010101,0.0003800594,0.0003915498,0.0001437535,0.00002594134,0.00002254118,0.00002489114,0.001128837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005340882,"threshold_uncertainty_score":0.8887758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161117830764275,"score_gpt":0.2318066527375705,"score_spread":0.215694869661143,"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."}}