{"id":"W4402746048","doi":"10.1016/j.giant.2024.100342","title":"Small dop of comonomer, giant shift of dynamics: α-methyl-regulated viscoelasticity of poly(methacrylamide) hydrogels","year":2024,"lang":"en","type":"article","venue":"Giant","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Methacrylamide; Comonomer; Viscoelasticity; Self-healing hydrogels; Polymer chemistry; Dynamics (music); Polymer science; Materials science; Composite material; Polymerization; Polymer; Physics; Copolymer; Acrylamide","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008122702,0.0001862501,0.00007278809,0.00006640975,0.00005584247,0.00008620493,0.0000764783,0.000117773,0.0006063724],"category_scores_gemma":[0.0001249613,0.00006839547,0.00006832975,0.0000422243,0.0001202135,0.0001847957,0.0001055378,0.0002457921,0.00009882669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007211337,"about_ca_system_score_gemma":0.00005859333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009587139,"about_ca_topic_score_gemma":0.000216915,"domain_scores_codex":[0.9999601,0.000005115404,0.0000034033,0.0000126368,0.00001175269,0.000006914451],"domain_scores_gemma":[0.9999301,0.00001731065,0.00002409197,0.000005701155,0.000006930676,0.00001586289],"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":[0.00001211997,0.00000346863,0.00002353626,0.0000075817,5.669484e-7,0.000006198912,0.00000383707,0.00001540993,0.9996376,0.00002070334,0.000003194001,0.0002656242],"study_design_scores_gemma":[0.000002181555,0.0000569313,0.0004089794,0.000001105085,0.000001986226,0.00002052584,0.00000269414,0.0002944879,0.9989156,0.00001154209,0.0002829157,0.000001065558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960937,0.0005847999,0.002567913,0.00003383602,0.00001582175,0.00001224425,0.00004262952,0.00002304428,0.0006260501],"genre_scores_gemma":[0.9964125,0.0002333861,0.002530116,0.00002345444,0.000005681499,0.00001465613,0.00003535094,0.000007205936,0.0007377271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006063724,"threshold_uncertainty_score":0.002028465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521676516507633,"score_gpt":0.2402856595625544,"score_spread":0.225068894397478,"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."}}