{"id":"W4300073431","doi":"","title":"Times scales and aggregation mechanisms in a Laponite-poly(ethylene oxide) dispersion under shear flow.","year":2005,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dispersion (optics); Materials science; Shear (geology); Poly ethylene; Shear flow; Ethylene oxide; Flow (mathematics); Oxide; Mechanics; Chemical engineering; Composite material; Ethylene; Chemistry; Physics; Optics; Polymer; Engineering; Organic chemistry; 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":[0.0001302777,0.0001062073,0.00006380473,0.000154854,0.0001775514,0.0002605702,0.00009821968,0.000137617,0.001361118],"category_scores_gemma":[0.0002602983,0.00008463928,0.00008814703,0.00008276981,0.0001512302,0.0003034296,0.00008114264,0.000351941,0.0001935395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438322,"about_ca_system_score_gemma":0.00009115193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094253,"about_ca_topic_score_gemma":0.0008806499,"domain_scores_codex":[0.999953,0.000004007432,0.000003045761,0.00001357399,0.00001373359,0.00001253302],"domain_scores_gemma":[0.9998324,0.00005455791,0.00005102841,0.000008909937,0.00003014431,0.00002294963],"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":[0.0002838551,0.0000386256,0.001135481,0.00004562167,0.00001127703,0.0001043551,0.00008843376,0.0005060994,0.9939958,0.0008414951,0.00021752,0.002731357],"study_design_scores_gemma":[0.00003002912,0.0003138733,0.02551221,0.00001355107,0.00002958864,0.0001008471,0.0001429079,0.01366585,0.9572425,0.0005628752,0.002366045,0.00001973257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99663,0.0006713245,0.001002894,0.00007742317,0.00002008472,0.0000127177,0.0001635961,0.00002118144,0.001400788],"genre_scores_gemma":[0.9982477,0.0002511622,0.0003648002,0.000009540831,0.000009116079,0.00000763943,0.00009102671,0.000004017221,0.00101499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001361118,"threshold_uncertainty_score":0.004553437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009782889204603372,"score_gpt":0.2291931563743434,"score_spread":0.21941026716974,"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."}}