{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001524709,0.0003084251,0.0001175673,0.000102026,0.00007338796,0.0002212419,0.0001805193,0.0002532512,0.001171766],"category_scores_gemma":[0.0001317626,0.000151716,0.000163523,0.00008171678,0.0001695507,0.0003488473,0.0002715134,0.0003052285,0.000289713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923986,"about_ca_system_score_gemma":0.0001094598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002035118,"about_ca_topic_score_gemma":0.0004375602,"domain_scores_codex":[0.9999413,0.00000709964,0.000003524425,0.00001217611,0.00001547101,0.00002024388],"domain_scores_gemma":[0.9999361,0.00001120441,0.00002026775,0.000006739267,0.000007832432,0.00001785678],"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":[0.00002055931,0.000005981006,0.00002889296,0.00003257228,0.000002294702,0.00002931291,0.00001069731,0.00009486258,0.9982358,0.0001879702,0.00004587723,0.001305186],"study_design_scores_gemma":[0.000009065595,0.00008480593,0.0003176865,0.000003050957,0.000003883174,0.00006194412,0.000006671438,0.001170851,0.9972239,0.00003772986,0.001075803,0.000004660516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774417,0.002003456,0.01466874,0.0001654407,0.00005818685,0.00003447214,0.0001683269,0.0002756358,0.005184152],"genre_scores_gemma":[0.9920826,0.0004177233,0.005255942,0.00006591347,0.00000973647,0.00002533065,0.000064751,0.00002507406,0.002052984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001171766,"threshold_uncertainty_score":0.003919959,"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."}}