{"id":"W1576495008","doi":"10.1002/9781118097298.weoc177","title":"Polymer–Clay Nanocomposites","year":2012,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nanocomposite; Materials science; Thermosetting polymer; Composite material; Polymer; Nanoparticle; Exfoliation joint; Intercalation (chemistry); Thermoplastic; Polymer clay; Montmorillonite; Polymer nanocomposite; Rheology; Nanotechnology; Graphene","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002168188,0.0008141699,0.001220513,0.0004907985,0.0001275196,0.00008028335,0.001164458,0.000517936,0.01539917],"category_scores_gemma":[0.00001391364,0.0006854644,0.0003321731,0.0002858726,0.0004357771,0.0002096843,0.0004030966,0.000275891,0.001976371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000358964,"about_ca_system_score_gemma":0.0001088899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013471,"about_ca_topic_score_gemma":0.00002085158,"domain_scores_codex":[0.996765,0.0002104323,0.0008112205,0.0006531187,0.0006501942,0.0009100705],"domain_scores_gemma":[0.9976013,0.0001978507,0.0008260373,0.0009851629,0.00006630076,0.00032338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004988107,0.0002448242,0.002239082,0.0003158771,0.00008999103,0.000006581955,0.0002508388,0.000001377272,0.6647744,0.000327026,0.3294916,0.00220851],"study_design_scores_gemma":[0.0002745171,0.0001043333,0.00006078082,0.0006733807,0.0001585294,0.00002043396,0.000009549646,0.000004005698,0.4373748,0.00002267188,0.5606741,0.0006228595],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003963556,0.1432069,0.00006803047,0.00008856941,0.001886932,0.0005759858,0.0004427897,0.0005897076,0.8491775],"genre_scores_gemma":[0.02268376,0.008936174,0.009077653,0.0002745748,0.002889386,0.0001468728,0.000319389,0.001425733,0.9542465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2311825,"threshold_uncertainty_score":0.9995596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812500431532228,"score_gpt":0.2198246204803131,"score_spread":0.2116996161649908,"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."}}