{"id":"W4414569762","doi":"10.1002/marc.202500587","title":"Multifunctional Mussel‐Inspired Hydrogels and Films Formed via Catechol‐VO <sub>2</sub> Nanoparticle Coordination","year":2025,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Porphyrin and Phthalocyanine Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Self-healing hydrogels; Thermochromism; Nanoparticle; Polymer; Fabrication; Coating; Polyethylene glycol","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006472076,0.0003042629,0.0001016086,0.0001149039,0.00008823482,0.0002510072,0.000171728,0.0002128841,0.00080834],"category_scores_gemma":[0.0001002179,0.0001680785,0.0001470657,0.00006388297,0.0001500673,0.000202613,0.000177867,0.000203694,0.0001557147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972862,"about_ca_system_score_gemma":0.00008599237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000360891,"about_ca_topic_score_gemma":0.000886613,"domain_scores_codex":[0.999953,0.000004026786,0.00000251326,0.00001435426,0.000009907268,0.0000161388],"domain_scores_gemma":[0.9999397,0.00000837485,0.00002448752,0.000005163287,0.000008216469,0.00001414685],"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":[0.00001639298,0.000004337432,0.00004515403,0.00001923673,0.000002965441,0.0000166367,0.000005997351,0.00007134421,0.9992243,0.00003123505,0.00001634954,0.0005459914],"study_design_scores_gemma":[0.000005527194,0.00005295261,0.0007960702,0.000002657658,0.00000615194,0.00003296838,0.000006230295,0.0006898532,0.9977111,0.00001221163,0.0006814151,0.000002923508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942017,0.0004851762,0.0028813,0.00003225496,0.00002051616,0.00001380571,0.00006198126,0.00009869699,0.002204579],"genre_scores_gemma":[0.9957743,0.0002313662,0.002089112,0.00003096584,0.000004724215,0.000009718406,0.00004289745,0.00001770301,0.00179924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00080834,"threshold_uncertainty_score":0.002704144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238837065029432,"score_gpt":0.2469670007051913,"score_spread":0.234578630054897,"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."}}