{"id":"W2087533048","doi":"10.1103/physrevlett.96.228301","title":"Microscopic Dynamics of Recovery in Sheared Depletion Gels","year":2006,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Spectroscopy; Materials science; Colloid; Relaxation (psychology); Dynamics (music); Chemical physics; Supercooling; Shear (geology); Dynamic light scattering; Rheology; Nanotechnology; Nanoparticle; Physics; Thermodynamics; Chemistry; Composite material; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005802312,0.0001067645,0.0001056332,0.0001542757,0.0001207622,0.0002447482,0.0001354969,0.00009822061,0.000759571],"category_scores_gemma":[0.0001308036,0.00009262821,0.00008225255,0.00008455844,0.0002489323,0.0002571915,0.0001369071,0.0003071387,0.0001218243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002768834,"about_ca_system_score_gemma":0.0001086643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009465051,"about_ca_topic_score_gemma":0.0007082684,"domain_scores_codex":[0.9999766,0.000001754155,0.000001221442,0.000006435723,0.0000070822,0.000006989951],"domain_scores_gemma":[0.9999219,0.0000170791,0.00002822882,0.000006288593,0.00001038202,0.00001613227],"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":[0.0000886841,0.00001336293,0.0007164711,0.00003120051,0.00000711926,0.00006112528,0.0001094729,0.0006258804,0.9965634,0.0002512741,0.00004280025,0.001489084],"study_design_scores_gemma":[0.00003172713,0.0001763019,0.02406123,0.00001096218,0.00002065717,0.0001543694,0.0001082414,0.01773447,0.9560602,0.0003264053,0.00128958,0.00002600595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998743,0.0001483355,0.0006673157,0.00002239712,0.000002424274,0.000003621899,0.00007840403,0.00002153641,0.0003131783],"genre_scores_gemma":[0.9987893,0.0001464232,0.0004702953,0.00001533338,0.00000259057,0.00000767912,0.00009037379,0.000008160508,0.0004698331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009465051,"threshold_uncertainty_score":0.002541006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009098226986683711,"score_gpt":0.2465923668244126,"score_spread":0.2374941398377289,"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."}}