{"id":"W2800587958","doi":"10.1088/1361-6463/aac2b5","title":"Interactions between citrate-capped gold nanoparticles and polymersomes","year":2018,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Polymersome; Nanoparticle; Colloidal gold; Nanotechnology; Chemistry; Materials science; Copolymer; Polymer; Organic chemistry; Amphiphile","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":[0.00004895151,0.0001810288,0.0003083744,0.00002247178,0.0001107571,0.0000650738,0.0001489305,0.00004703589,0.00007116738],"category_scores_gemma":[0.000005496604,0.00016539,0.00009353147,0.0001456059,0.0001464105,0.0003343402,0.000044763,0.0002181197,0.00001684799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002843523,"about_ca_system_score_gemma":0.00003826425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001823481,"about_ca_topic_score_gemma":3.851445e-7,"domain_scores_codex":[0.9990526,0.00001007392,0.0003705268,0.0001522513,0.0002105232,0.0002040688],"domain_scores_gemma":[0.998979,0.00009981626,0.0005364019,0.0001602308,0.0001091387,0.0001153802],"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":[0.00003962934,0.00009025347,0.000622571,0.00002285973,0.000104586,7.416946e-7,0.0004841019,0.000006278092,0.8884231,0.003990833,0.00008237312,0.1061326],"study_design_scores_gemma":[0.0003678119,0.00003149027,0.000335305,0.00005035117,0.0001134422,0.00000465316,0.0002936451,0.00007740631,0.9894584,0.007669447,0.001419129,0.0001788867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896671,0.00006461403,0.004968425,0.00005803151,0.000114864,0.00003064119,0.00002446563,0.00002404836,0.005047867],"genre_scores_gemma":[0.9957889,0.00003080468,0.0004448427,0.00005973567,0.003496683,0.000003296982,0.00000944007,0.00003300852,0.0001332732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1059538,"threshold_uncertainty_score":0.6744407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192046271482743,"score_gpt":0.2536799114482499,"score_spread":0.2344752842999756,"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."}}