{"id":"W4416303147","doi":"10.1016/j.cej.2025.170869","title":"Ionic liquids boosted rigid polyimide foaming: Heterogeneous porous structure and efficient microwave absorption","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Sichuan Province Science and Technology Support Program; State Key Laboratory of Polymer Materials Engineering; Project 211; Sichuan University; National Natural Science Foundation of China","keywords":"Polyimide; Porosity; Polymer; Ionic liquid; Nanocomposite; Supercritical fluid; Fabrication; Dielectric; Absorption (acoustics)","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":[0.0001102304,0.0001833063,0.0001997196,0.0001143466,0.000108064,0.0001715334,0.0001949481,0.0001120602,0.00002617002],"category_scores_gemma":[0.00005935815,0.0001657547,0.00005474537,0.0001199859,0.00004698783,0.00004821824,0.00009032372,0.0002959528,0.000005072565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060742,"about_ca_system_score_gemma":0.00004138259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004795966,"about_ca_topic_score_gemma":1.698113e-7,"domain_scores_codex":[0.9989855,0.00001543088,0.0002758592,0.0002227778,0.0001571375,0.0003432548],"domain_scores_gemma":[0.9995463,0.00005697331,0.00006560308,0.0001480962,0.00004052335,0.0001424493],"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":[0.00002476449,0.00001782902,0.00001791196,0.000032056,0.00001660499,0.00002013872,0.00006383708,0.004043827,0.9946052,0.0000835294,0.00006051048,0.001013797],"study_design_scores_gemma":[0.0003338027,0.00002837103,0.0000957966,0.0001465717,0.00002906901,0.0009408623,0.000006446455,0.01161608,0.98645,0.00008038567,0.0001078406,0.0001647825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873523,0.00433462,0.007405684,0.0001465212,0.0005625087,0.00004497285,0.000006480021,0.0000984901,0.00004842256],"genre_scores_gemma":[0.9970345,0.0000143615,0.002613581,0.0000997388,0.000152578,0.000002128837,0.000003497932,0.0000162678,0.00006328956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009682257,"threshold_uncertainty_score":0.675928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00335012842615335,"score_gpt":0.1957313281727107,"score_spread":0.1923811997465573,"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."}}