{"id":"W4412609566","doi":"10.1016/j.polymer.2025.128850","title":"Responsive properties and triggered disassembly of supramolecular microgels: a key role of the structure","year":2025,"lang":"en","type":"article","venue":"Polymer","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Engineers Nova Scotia","keywords":"Supramolecular chemistry; Key (lock); Materials science; Polymer science; Nanotechnology; Chemistry; Crystallography; Computer science; Crystal structure; Computer security","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006983311,0.0001238847,0.0001772283,0.00004270318,0.00006485554,0.000009651492,0.0002483528,0.0001184872,0.000007226405],"category_scores_gemma":[0.0001363752,0.00008285794,0.00008370169,0.0001377905,0.000276822,0.000002928802,0.00018439,0.00005345792,5.970584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006484368,"about_ca_system_score_gemma":0.0001290571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404631,"about_ca_topic_score_gemma":0.00003635134,"domain_scores_codex":[0.9992025,0.000108272,0.0002281614,0.0002298739,0.0000929346,0.0001382632],"domain_scores_gemma":[0.9992641,0.00001308735,0.000100347,0.0005115848,0.00008321423,0.00002766091],"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":[0.0001244621,0.00003297327,0.001018187,0.00003617209,0.0001011096,8.609234e-8,0.0002216159,0.000001874931,0.9952735,0.0003292553,0.00008852711,0.002772179],"study_design_scores_gemma":[0.0002207148,0.00003333138,0.001340203,0.00003934972,0.0000569087,0.000003864888,0.0002370871,0.00001079475,0.9917719,0.0001424119,0.0060567,0.00008670777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787555,0.020025,0.00003408802,0.000452787,0.00002570385,0.0002661596,0.00006063731,0.000004933901,0.0003752162],"genre_scores_gemma":[0.9988299,0.00008509244,0.00008734989,0.0001611933,0.00001659081,0.00002582219,0.000006943157,0.00001445569,0.0007726359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02007444,"threshold_uncertainty_score":0.3378849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008576605991077624,"score_gpt":0.2192471662063115,"score_spread":0.2106705602152339,"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."}}