{"id":"W2980446775","doi":"10.1063/1.5121632","title":"Small-angle light scattering in large-amplitude oscillatory shear","year":2019,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Scattering; Physics; Light scattering; Rayleigh scattering; Scattering amplitude; Shear (geology); Optics; Static light scattering; Biological small-angle scattering; Shear flow; Breakup; Scattering theory; Classical mechanics; Molecular physics; Mechanics; Small-angle neutron scattering; Neutron scattering; Materials science; 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":[0.0001217407,0.0001372478,0.0002843163,0.00002400316,0.0000240149,0.00002137883,0.0002160287,0.00007289653,0.0003527277],"category_scores_gemma":[0.000007039108,0.0001355,0.00009707105,0.0001296663,0.00001533606,0.00008965295,0.00009140893,0.0001181872,0.0001328266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005823143,"about_ca_system_score_gemma":0.00003423358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001182874,"about_ca_topic_score_gemma":0.000009728643,"domain_scores_codex":[0.9990171,0.00001091509,0.0002608903,0.0002377897,0.0001976155,0.0002757138],"domain_scores_gemma":[0.9994127,0.0000341624,0.000062083,0.0004023805,0.00003759609,0.00005111566],"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":[0.00001561628,0.000119937,0.0938585,0.0002224084,0.00002889621,0.000002076914,0.0004055054,0.00004524653,0.9028614,0.001034122,0.00006915997,0.001337112],"study_design_scores_gemma":[0.002132382,0.0000613359,0.01957199,0.0005935124,0.00002608352,0.000003516816,0.0006738586,0.001399302,0.9376785,0.001199938,0.03589826,0.0007613582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686528,0.0003330523,0.00004511116,0.00002920929,0.0002050394,0.00007010806,0.00001861307,0.00003509991,0.03061093],"genre_scores_gemma":[0.9987347,0.000009004056,0.00005390358,0.00003057334,0.0001480206,0.00000838835,0.000005145338,0.00002639797,0.0009838286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07428651,"threshold_uncertainty_score":0.5525531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629114471020095,"score_gpt":0.2275101004796226,"score_spread":0.2112189557694216,"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."}}