{"id":"W26626576","doi":"10.1038/hdy.2015.96","title":"Surface modified silica nanoparticles as emulsifier","year":2012,"lang":"en","type":"dissertation","venue":"Heredity","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanoparticle; Chemical engineering; Materials science; Nanotechnology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001151937,0.0002582476,0.00009616071,0.000162229,0.0001129259,0.0001690264,0.0001306953,0.0002447333,0.001476072],"category_scores_gemma":[0.0001329694,0.0001030573,0.0001261962,0.00008973605,0.0001321998,0.0002098523,0.0001215317,0.0002555665,0.0005015495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995253,"about_ca_system_score_gemma":0.0001318834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009469363,"about_ca_topic_score_gemma":0.002115606,"domain_scores_codex":[0.9999124,0.000008540357,0.000004872767,0.00002748637,0.00002939846,0.00001730492],"domain_scores_gemma":[0.9999382,0.00001618727,0.00001202031,0.000004268243,0.00001925128,0.000009903117],"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":[0.00002723563,0.000008335251,0.00007035722,0.000038671,0.000003503037,0.00002320888,0.000009971946,0.0001045894,0.9975768,0.00008606358,0.00006097226,0.00199041],"study_design_scores_gemma":[0.000004131041,0.00009224847,0.0006852213,0.000005099604,0.000006540089,0.00003698674,0.00001068551,0.0006476358,0.9958994,0.00002563563,0.00258312,0.000003256536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814177,0.002197686,0.005548146,0.00009726904,0.00007441578,0.00004478506,0.000143643,0.0001536756,0.01032276],"genre_scores_gemma":[0.9838577,0.001146015,0.004423433,0.00007306835,0.00001321278,0.00002965349,0.0001654515,0.00003298729,0.01025842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001476072,"threshold_uncertainty_score":0.004938006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853007207871448,"score_gpt":0.2738383378303231,"score_spread":0.2453082657516086,"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."}}