{"id":"W4412956587","doi":"10.1002/adma.202508666","title":"Ion Valency as a Molecular Switch for Salt‐Resistant Underwater Adhesion","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"Institut TransMedTech; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Adhesion; Materials science; Ion; Molecular dynamics; Chemical physics; Ionic bonding; Valency; Nanotechnology; Peptide; Cationic polymerization; Biophysics; Chemistry; Computational chemistry; Polymer chemistry; Composite material; Organic chemistry; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001115597,0.0001723285,0.0002677978,0.00003203098,0.00005454432,0.0000260007,0.0001326946,0.0001234383,0.0002934094],"category_scores_gemma":[0.0003329847,0.0001534571,0.00008298655,0.00008680744,0.00002239466,0.00006695023,0.00004643851,0.00005650557,0.00004682798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007842559,"about_ca_system_score_gemma":0.00002243998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007639926,"about_ca_topic_score_gemma":4.460084e-7,"domain_scores_codex":[0.9989586,0.00001291034,0.0003104688,0.0002927882,0.000133081,0.0002920857],"domain_scores_gemma":[0.99947,0.00009889384,0.00004642502,0.000242207,0.00007738188,0.00006509673],"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":[0.0002433439,0.00002388501,7.787385e-7,0.000325129,0.00002658101,0.000007857509,0.00001107271,0.0002854476,0.986928,0.01186974,0.00007699124,0.0002011266],"study_design_scores_gemma":[0.0005374079,0.00003257415,0.000004008602,0.0001319157,0.00004237706,0.00000104104,0.00002122671,0.0001599105,0.9746131,0.01829083,0.00599282,0.0001727698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571379,0.0001509779,0.03693422,0.0004278746,0.0002766387,0.0003164291,0.00003586222,0.0001845564,0.00453558],"genre_scores_gemma":[0.9927272,0.00002608814,0.002514293,0.0002252649,0.00005778974,0.00006008464,0.00003750425,0.00002492896,0.004326833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03558936,"threshold_uncertainty_score":0.6257799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007716142519768388,"score_gpt":0.2652423196017176,"score_spread":0.2575261770819492,"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."}}