{"id":"W2767662802","doi":"10.1016/b978-0-323-51256-5.00010-1","title":"Self-Assembling Nanostructures**By Yaser Dahman, Gregory Caruso, Astrid Eleosida, and Syed Tabish Hasnain.","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nanotechnology; Self-assembly; Materials science; Nanostructure; Nanoparticle; Nanomaterials; Nanoscopic scale; Polymer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003962161,0.0005358457,0.0006255285,0.0001154254,0.0006272728,0.0003630619,0.0004404082,0.0004305551,0.0002472656],"category_scores_gemma":[0.00005118839,0.0004959643,0.0001269289,0.000009373518,0.0002164996,0.0001843892,0.0003052358,0.0003442225,0.0001007222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009201557,"about_ca_system_score_gemma":0.0001914083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000923734,"about_ca_topic_score_gemma":0.0001233036,"domain_scores_codex":[0.9976847,0.0000580867,0.0005204615,0.0008029253,0.0004403329,0.0004935248],"domain_scores_gemma":[0.9980143,0.00007479458,0.0004867177,0.001006096,0.0001639189,0.0002541633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000822722,0.00002991129,0.0001807435,0.0005886146,0.0001176728,0.00008197048,0.0008209194,0.000007974617,0.1185569,0.004691799,0.001938297,0.8729029],"study_design_scores_gemma":[0.0005378004,0.00008882067,0.0002724443,0.000366743,0.0001579478,0.00003490311,0.00001102593,0.00007629711,0.01732151,0.001976939,0.9784173,0.0007382616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1153732,0.003857467,0.00004403745,0.00006394419,0.001580494,0.001146841,0.0003332566,0.0003724266,0.8772283],"genre_scores_gemma":[0.1635271,0.0002840016,0.00139939,0.0001738273,0.0004798986,0.00004656263,0.00009029741,0.0001791545,0.8338197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.976479,"threshold_uncertainty_score":0.9997492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133242658425643,"score_gpt":0.2357363160470937,"score_spread":0.2244038894628373,"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."}}