{"id":"W2952738571","doi":"10.48550/arxiv.1412.3190","title":"Clusters in sedimentation equilibrium for an experimental hard-sphere-plus-dipolar Brownian colloidal system","year":2014,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Brownian dynamics; Péclet number; Dimensionless quantity; Physics; Brownian motion; Cluster (spacecraft); Sedimentation equilibrium; Hard spheres; Classical mechanics; Diffusion; Condensed matter physics; Statistical physics; Mechanics; Thermodynamics; Quantum mechanics","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":[0.0002873087,0.000124627,0.0003137854,0.0002994219,0.0007484494,0.0005121593,0.0003629653,0.000297691,0.001190344],"category_scores_gemma":[0.0009643487,0.0001443108,0.000122004,0.0002593236,0.0004825522,0.0006260939,0.0003567473,0.0003729737,0.0001559375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008029799,"about_ca_system_score_gemma":0.0005191942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00440446,"about_ca_topic_score_gemma":0.003910982,"domain_scores_codex":[0.9998407,0.00001613442,0.000008954034,0.00005839659,0.00005288261,0.00002287976],"domain_scores_gemma":[0.9997193,0.00009099291,0.0000419106,0.00003734637,0.00006907057,0.00004129847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003618179,0.0001573448,0.006030637,0.0001021676,0.00003687569,0.0002592599,0.0005928736,0.01126623,0.9700307,0.007365562,0.000258964,0.003537571],"study_design_scores_gemma":[0.0001250566,0.0002860948,0.01379684,0.00001414987,0.00003827884,0.0001886087,0.0003040395,0.1776442,0.8025692,0.002571417,0.002389728,0.00007244269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961302,0.00006974524,0.002947208,0.00005391294,0.000004400772,0.00001268309,0.00007277494,0.00003917634,0.0006698399],"genre_scores_gemma":[0.9910157,0.00007773934,0.008038146,0.00002102517,0.000003623466,0.00002081061,0.0001808958,0.00001878229,0.0006233042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00440446,"threshold_uncertainty_score":0.008757651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06867824483127516,"score_gpt":0.2085406365090659,"score_spread":0.1398623916777907,"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."}}