{"id":"W4362718734","doi":"10.1002/smll.202300361","title":"Polymer‐Grafted, Gold Nanoparticle‐Based Nano‐Capsules as Reversible Colorimetric Tensile Strain Sensors","year":2023,"lang":"en","type":"article","venue":"Small","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Division of Materials Research; Fonds de recherche du Québec – Nature et technologies; Army Research Office; Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Association Nationale de la Recherche et de la Technologie; Materials Research Science and Engineering Center, Harvard University; Institut National des Sciences Appliquées de Lyon; Agence Nationale de la Recherche; Indian National Science Academy; Université Grenoble Alpes; University of Pennsylvania; Université de Sherbrooke; École Centrale de Lyon; National Science Foundation","keywords":"Materials science; Polymer; Nanoparticle; Colloidal gold; Polystyrene; Nanochemistry; Elastomer; Nanotechnology; Emulsion; Chemical engineering; Nanocomposite; Glass transition; Colloid; Composite material","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":[0.0002118031,0.0003057865,0.0002367422,0.0001860758,0.00008156979,0.0003209136,0.0003420659,0.0003490617,0.0005542606],"category_scores_gemma":[0.0002690812,0.0002293151,0.0001542392,0.0001110339,0.0001673552,0.0003368164,0.0001808257,0.0002556864,0.0003447076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158928,"about_ca_system_score_gemma":0.0001719704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003856641,"about_ca_topic_score_gemma":0.0007882862,"domain_scores_codex":[0.9998611,0.00001915685,0.00001050584,0.00004007949,0.00005201159,0.00001721102],"domain_scores_gemma":[0.9998844,0.0000312648,0.00003073778,0.00001149115,0.00002106005,0.00002103608],"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":[0.00003089921,0.00001675816,0.00004730376,0.00006596836,0.000004875327,0.00002518072,0.000009452627,0.0003513694,0.9969186,0.0001463493,0.00007800352,0.002305259],"study_design_scores_gemma":[0.000006997751,0.00004192217,0.0002058073,0.000002520555,0.000004842977,0.00001958953,0.000002702916,0.00257774,0.9963304,0.00002022834,0.0007825285,0.000004692936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443918,0.004971834,0.04377245,0.0002220488,0.0002514878,0.0001553503,0.0004606121,0.0007555339,0.005018844],"genre_scores_gemma":[0.9585826,0.0009443358,0.03505007,0.0001040154,0.00002017809,0.00009170317,0.0001768986,0.00004896179,0.004981212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005542606,"threshold_uncertainty_score":0.002291977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431981311798326,"score_gpt":0.2269302257313284,"score_spread":0.2026104126133451,"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."}}