{"id":"W4414985633","doi":"10.1002/adfm.202509239","title":"Luminescent Squid‐Inspired Phosphorescent Hydrogels with Persistent Afterglow and Dynamic Information Display","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"National Natural Science Foundation of China","keywords":"Phosphorescence; Self-healing hydrogels; Luminescence; Polyacrylic acid; Afterglow; Polymerization; Acrylic acid; Persistent luminescence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000338572,0.0003994956,0.0004753722,0.0001790032,0.0003057216,0.0003634542,0.0002147355,0.0001254903,0.0006748076],"category_scores_gemma":[0.00006908937,0.0003104291,0.00007212422,0.0001908768,0.000229109,0.001326371,0.0001739697,0.00006768066,0.0002446515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939009,"about_ca_system_score_gemma":0.0001093852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004537734,"about_ca_topic_score_gemma":0.00001528547,"domain_scores_codex":[0.9977546,0.00007969079,0.0006916116,0.0005125108,0.0004493229,0.0005122027],"domain_scores_gemma":[0.9989339,0.00005127442,0.0002603,0.0004001334,0.0002198897,0.0001345508],"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":[0.001691179,0.000102464,0.0006721484,0.0002681742,0.00004229536,0.000006677405,0.0001233758,0.0001841816,0.9944857,0.001064162,0.000348223,0.001011369],"study_design_scores_gemma":[0.002276556,0.0002754948,0.01692186,0.000469648,0.0001187687,0.00004487414,0.0002336723,0.00008301411,0.972952,0.0001960535,0.005916528,0.0005115481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937809,0.0002472211,0.001533514,0.0005740236,0.002502491,0.0007484868,0.0002074981,0.0001812174,0.0002246141],"genre_scores_gemma":[0.9968474,0.0001371701,0.001218147,0.0007282242,0.00008049059,0.0002364662,0.0002739828,0.00002315698,0.0004549745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02153376,"threshold_uncertainty_score":0.9999348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003586617508763567,"score_gpt":0.2011104620287082,"score_spread":0.1975238445199447,"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."}}