{"id":"W4413894870","doi":"10.1002/smll.202508286","title":"A Thermoreversible Gelation Pathway to Mesoporous Aerogel Monoliths Based on Poly(methyl methacrylate) Stereocomplex Crystals","year":2025,"lang":"en","type":"article","venue":"Small","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Aerogel; Mesoporous material; Chemical engineering; Methyl methacrylate; Toughness; Polymer; Thermoplastic; Composite material; Copolymer; Supercritical fluid; Methacrylate; Sorption; Organic chemistry; Adsorption","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002412185,0.0002576298,0.0002666039,0.0001385226,0.0001386733,0.00006201507,0.0002538045,0.0001912762,0.0009250124],"category_scores_gemma":[0.0000593623,0.000243846,0.0001404606,0.0002911597,0.00002673493,0.00007685556,0.00007829288,0.0001980845,0.0001222636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611189,"about_ca_system_score_gemma":0.00009230217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002344197,"about_ca_topic_score_gemma":0.00004636357,"domain_scores_codex":[0.9986029,0.00006206635,0.0003385913,0.0004403331,0.0002103282,0.0003457757],"domain_scores_gemma":[0.9989674,0.0001536672,0.0001212486,0.000556019,0.00008405867,0.0001176218],"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":[0.0008917705,0.0006354973,0.01063872,0.0003555783,0.0002959441,0.00004795187,0.001237914,0.00730347,0.8335814,0.01734683,0.0003780252,0.1272869],"study_design_scores_gemma":[0.003833582,0.0002374528,0.03564599,0.0005828307,0.0001733584,0.000004957274,0.0006526177,0.046556,0.8647353,0.009331259,0.03696065,0.001286002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971062,0.0001840836,0.00603431,0.0004505603,0.0001123767,0.0002694353,0.00005757493,0.0002062423,0.09557927],"genre_scores_gemma":[0.9907573,0.000002078499,0.002379993,0.0008866614,0.00006544872,0.00004848051,0.00005320844,0.00003563686,0.005771227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1260009,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318319544593215,"score_gpt":0.2568703999685603,"score_spread":0.2336872045226282,"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."}}