{"id":"W2222713518","doi":"10.1021/acs.langmuir.5b04001","title":"Selective Depletion Interactions in Mixtures of Rough and Smooth Silica Spheres","year":2016,"lang":"en","type":"article","venue":"Langmuir","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Provincial Health Services Authority; European Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"SPHERES; Chemical engineering; Chemistry; Materials science; Chemical physics; Physics; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005108886,0.00003639166,0.0000617343,0.00002551595,0.0000236187,0.000007164419,0.00003143549,0.00001469114,0.0001246118],"category_scores_gemma":[0.0000625812,0.00002371746,0.000008867073,0.00007861356,0.00003480447,0.0001019889,0.00001813545,0.00001697399,0.00001061586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001535807,"about_ca_system_score_gemma":0.000005774494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730499,"about_ca_topic_score_gemma":0.0008639543,"domain_scores_codex":[0.9996582,0.00003521923,0.00009148938,0.00009451623,0.00004580793,0.00007471404],"domain_scores_gemma":[0.9998031,0.00006493281,0.00003259833,0.00006129395,0.00002358521,0.00001444883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002194939,0.00002574255,0.04049455,0.000009223128,9.731741e-7,3.705995e-7,0.0004075218,0.000009281533,0.9553137,0.0005701538,0.000235301,0.002911279],"study_design_scores_gemma":[0.0002897751,0.00003569144,0.5163267,0.00005727664,0.000003251072,0.000002087022,0.00009564988,0.0001303004,0.4803441,0.001061331,0.001587946,0.00006584267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984955,0.0000390418,0.0005405878,0.0001654861,0.00004698721,0.0000505868,0.000007857024,0.00001962295,0.000634345],"genre_scores_gemma":[0.9995514,0.00000625968,0.0003183165,0.00001377432,0.00001753298,0.000007904707,8.887556e-7,0.000003645996,0.00008027279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4758322,"threshold_uncertainty_score":0.1364412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584505612281002,"score_gpt":0.2729486415407503,"score_spread":0.2571035854179403,"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."}}