{"id":"W2089375074","doi":"10.1021/la062879n","title":"Synthesis of TiO<sub>2</sub>−PMMA Nanocomposite:  Using Methacrylic Acid as a Coupling Agent","year":2007,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Nanocomposite; Materials science; Glass transition; Composite material; Polymer; Dynamic mechanical analysis; Methacrylate; Methacrylic acid; Methyl methacrylate; Surface modification; Polymer nanocomposite; Elastic modulus; Chemical engineering; Copolymer","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":[],"consensus_categories":[],"category_scores_codex":[0.0006624309,0.0001937498,0.0003370914,0.0001317586,0.0001838709,0.00005772165,0.0002991161,0.0001028211,0.00007846204],"category_scores_gemma":[0.00003794619,0.0001617236,0.0001193111,0.0002356275,0.0001105185,0.0001539974,0.0001301066,0.00008066651,0.0001799854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006323837,"about_ca_system_score_gemma":0.00004177092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003171186,"about_ca_topic_score_gemma":0.00002093647,"domain_scores_codex":[0.998493,0.00004669629,0.0004025915,0.0002894741,0.0003227748,0.0004455364],"domain_scores_gemma":[0.9992309,0.0001374022,0.0001932548,0.0002778248,0.00006616813,0.00009451573],"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":[0.00009405259,0.00005502556,0.000435159,0.00006902209,0.00002196735,0.00002290073,0.0003725961,0.00007086578,0.9959937,0.0001458972,0.00002474357,0.002694113],"study_design_scores_gemma":[0.0001608387,0.00004886221,0.001284239,0.0001051327,0.00006038758,0.00004183605,0.00009072413,0.0005071781,0.9971252,0.00004947397,0.0003145261,0.0002115661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958394,0.00177707,0.001047242,0.00005584179,0.0002544066,0.0001687488,0.00001977634,0.0000971352,0.0007403375],"genre_scores_gemma":[0.997313,0.00002528248,0.002318827,0.0001226738,0.0001351237,0.00000936247,0.000003294463,0.00003133947,0.00004113539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002482547,"threshold_uncertainty_score":0.6594896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239723751478452,"score_gpt":0.2598597029492345,"score_spread":0.23746246543445,"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."}}