{"id":"W1965314313","doi":"10.1103/physrevlett.109.055901","title":"Entanglement-Controlled Subdiffusion of Nanoparticles within Concentrated Polymer Solutions","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"U.S. Department of Energy","keywords":"Microrheology; Polymer; Materials science; Polystyrene; Dynamic light scattering; Nanometre; Nanoparticle; Nanotechnology; Characterization (materials science); Chemical physics; Quantum entanglement; Nanostructure; Rheology; Physics; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918703,0.0001271111,0.0004228606,0.00001404389,0.0000744827,0.00002097313,0.0001375155,0.000007482865,0.0005525222],"category_scores_gemma":[0.0000398142,0.00008486353,0.0001097221,0.00009160665,0.0001107728,0.0001675661,0.00006374918,0.00004028554,0.0001316709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002116397,"about_ca_system_score_gemma":0.00001355538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005537363,"about_ca_topic_score_gemma":0.000001418301,"domain_scores_codex":[0.9987632,0.0001852564,0.000361067,0.0001303506,0.0002176546,0.0003424566],"domain_scores_gemma":[0.9994584,0.00004622398,0.0001870695,0.0001831773,0.0000312325,0.00009388602],"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":[0.00005020397,0.0001339895,0.0001314247,0.0002328317,0.00001016575,3.066441e-7,0.0001897011,0.000006085903,0.9956948,0.003107511,0.0003418559,0.0001011676],"study_design_scores_gemma":[0.001059261,0.00005420909,0.0002914782,0.000642665,0.0001577559,0.000002314466,0.000020895,0.001015107,0.9958341,0.00005942755,0.0006496849,0.0002131321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987049,0.01060009,0.00003919361,0.001462843,0.0003557424,0.0003681578,0.0000198328,0.00002870191,0.00007641287],"genre_scores_gemma":[0.9962144,0.0006259705,0.00007098588,0.002884373,0.000121931,0.00005040522,0.000008192571,0.00001024737,0.00001352298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009974116,"threshold_uncertainty_score":0.6049731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293358618107694,"score_gpt":0.2663442450210663,"score_spread":0.2434106588399894,"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."}}