{"id":"W2151479067","doi":"10.1002/pat.1226","title":"Preparation and properties investigation of PMMA/silica composites derived from silicic acid","year":2008,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Silicone and Siloxane Chemistry","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Silicic acid; Materials science; Composite material; Sodium silicate; Polymerization; Thermal stability; Silicic; Methyl methacrylate; Tetrahydrofuran; Methacrylate; Polymer; Chemical engineering; Organic chemistry; Chemistry","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":[0.00003784855,0.0001386009,0.0002268644,0.00005567343,0.0001489935,0.00001255341,0.0001755722,0.000117526,0.000007767478],"category_scores_gemma":[0.0001885843,0.0001189198,0.00003512578,0.00009990709,0.0007275513,0.0002524744,0.00007469088,0.00005215711,0.00000221203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001891247,"about_ca_system_score_gemma":0.00003017966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004587334,"about_ca_topic_score_gemma":0.000006332128,"domain_scores_codex":[0.9991831,0.00001035688,0.0002391987,0.0002871608,0.000105867,0.0001743603],"domain_scores_gemma":[0.9994341,0.00007294772,0.0001524377,0.0002599033,0.00005695726,0.00002363356],"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":[0.0001169233,0.00001184233,0.002821676,0.00004097775,0.000007657887,4.621429e-7,0.0005223358,0.00001877532,0.994854,0.00003112052,0.00001608669,0.001558181],"study_design_scores_gemma":[0.0003629678,0.0001194088,0.0007743785,0.00003812772,0.00001332983,0.000005784212,0.001091734,0.00007237829,0.9961607,0.001197848,0.00002335865,0.0001399363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940315,0.00458421,0.0002334987,0.0002690802,0.00004464772,0.000285527,0.00003544171,0.000480314,0.00003581889],"genre_scores_gemma":[0.9925551,0.0001864026,0.00702664,0.00002078658,0.000009525873,0.000132204,0.00002348019,0.00001078682,0.00003500923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006793141,"threshold_uncertainty_score":0.4849409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242211200588355,"score_gpt":0.2438159291400884,"score_spread":0.2213938171342048,"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."}}