{"id":"W4390782308","doi":"10.1021/acs.langmuir.3c02104","title":"NIR-Emitting Gold Nanoclusters Encapsulated in PS-<i>b</i>-PEG Polymer Micelles","year":2024,"lang":"en","type":"article","venue":"Langmuir","topic":"Nanocluster Synthesis and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; Natural Sciences and Engineering Research Council of Canada; Institut de Chimie de Lyon","keywords":"Nanoclusters; Biocompatibility; Polystyrene; Copolymer; Micelle; Ethylene glycol; Polymer; Luminescence; Materials science; Aqueous solution; Nanocomposite; Chemical engineering; Nanotechnology; Colloidal gold; Polymer chemistry; Nanoparticle; Chemistry; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002710954,0.0001474896,0.0001720123,0.0001217088,0.0000692886,0.0001655102,0.0002699258,0.00008349151,0.0003663436],"category_scores_gemma":[0.00001387589,0.0001250415,0.00006403693,0.0003830915,0.00004810344,0.0001478487,0.00009199481,0.0001054579,0.0009153667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004430041,"about_ca_system_score_gemma":0.00003106553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000288304,"about_ca_topic_score_gemma":0.00007196655,"domain_scores_codex":[0.9987885,0.00005399738,0.0002894784,0.0003837347,0.000160499,0.0003237491],"domain_scores_gemma":[0.999536,0.0001156006,0.00004203492,0.0002375908,0.00001443086,0.00005435941],"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":[0.000004529516,0.0000282258,0.0001673002,0.00004958488,0.000004901287,0.00002012496,0.0008199163,0.000005686668,0.9891425,0.00191842,0.005027152,0.00281168],"study_design_scores_gemma":[0.0002672406,0.00001729068,0.001304421,0.0002691268,0.00002721076,0.00002716048,0.000457537,0.00198683,0.9485769,0.0004033785,0.04625985,0.0004030656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863418,0.003066604,0.0001689122,0.001883371,0.0003984972,0.00017689,0.00003588397,0.0002894618,0.007638617],"genre_scores_gemma":[0.9939095,0.00001830745,0.0004385666,0.0002956346,0.0001603897,0.00005528134,0.00001151233,0.00002962062,0.005081198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04123271,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008928559087067953,"score_gpt":0.2391062250422783,"score_spread":0.2301776659552104,"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."}}