{"id":"W2172258937","doi":"10.1007/s00397-007-0211-x","title":"Micron-scale origin of the shear-induced structure in Laponite–poly(ethylene oxide) dispersions","year":2007,"lang":"en","type":"article","venue":"Rheologica Acta","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Memorial University of Newfoundland","funders":"Centre National de la Recherche Scientifique","keywords":"Materials science; Rheology; Shear (geology); Shear rate; Anisotropy; Ethylene oxide; Polymer; Simple shear; Composite material; Dispersion (optics); Oxide; Optics; Copolymer","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":[0.00004022521,0.00009319239,0.00007886285,0.0001991491,0.0001849386,0.000300649,0.00009036308,0.0001436551,0.001032732],"category_scores_gemma":[0.000177986,0.0001333899,0.00005632348,0.0001189377,0.0003176859,0.0002345682,0.0001294246,0.0003953524,0.0001352724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297042,"about_ca_system_score_gemma":0.00007771487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003594439,"about_ca_topic_score_gemma":0.0005699633,"domain_scores_codex":[0.9999741,0.000001863693,0.000001432324,0.000008355752,0.00000787897,0.0000063949],"domain_scores_gemma":[0.9998893,0.00002775459,0.00003806068,0.00001197352,0.0000166866,0.00001625176],"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":[0.00004783478,0.00001239995,0.0007684847,0.00002528138,0.000003160174,0.00008510792,0.00005762887,0.0003454704,0.9968077,0.0004833545,0.00004923269,0.001314389],"study_design_scores_gemma":[0.00002633986,0.0001230696,0.04694788,0.000009737156,0.000009783856,0.0001951789,0.0001596391,0.009440966,0.940974,0.0006483642,0.001450992,0.00001408663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974155,0.000255767,0.001209919,0.00004502169,0.00001021216,0.000004749946,0.00005922692,0.00003706319,0.0009625213],"genre_scores_gemma":[0.9992021,0.0000605283,0.0003118091,0.00001123494,0.00000328971,0.000003329129,0.00003350056,0.000007636334,0.0003664689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001032732,"threshold_uncertainty_score":0.003454864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574472124280664,"score_gpt":0.2439663697455403,"score_spread":0.2282216485027336,"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."}}