{"id":"W4410308097","doi":"10.26434/chemrxiv-2025-94k61","title":"Tight-Anchoring of Gold Nanoparticles to Polymer-Wrapped Semiconducting Single-Walled Carbon Nanotubes for Biosensor Applications","year":2025,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Anchoring; Carbon nanotube; Biosensor; Nanotechnology; Materials science; Nanoparticle; Colloidal gold; Polymer; Composite material","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":[0.0001164025,0.0003978467,0.0002121963,0.0001885393,0.0001316604,0.0001911136,0.0002348943,0.0003432612,0.0003545837],"category_scores_gemma":[0.0001925243,0.0001914085,0.0001961041,0.0001390587,0.0001545973,0.0002599863,0.0002414643,0.0002946957,0.0002531993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160781,"about_ca_system_score_gemma":0.0001595155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005676175,"about_ca_topic_score_gemma":0.001445885,"domain_scores_codex":[0.999878,0.00001075592,0.00001109274,0.00003638904,0.00003839291,0.00002530818],"domain_scores_gemma":[0.9999049,0.00001846405,0.00002370567,0.00001469785,0.00002145945,0.00001677248],"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":[0.000004541578,0.000003783508,0.00002473275,0.000007002635,9.790131e-7,0.000008802803,0.000004337301,0.00004616938,0.999481,0.00002182395,0.000006915306,0.0003899149],"study_design_scores_gemma":[9.604245e-7,0.00002509925,0.0002755269,0.000001037821,0.000001869837,0.00001289667,0.00000418164,0.0007350313,0.9986389,0.000008771195,0.000294433,0.000001197156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838678,0.0006334254,0.01419497,0.00006230002,0.0000488041,0.00005643349,0.00009046015,0.0001839825,0.0008618525],"genre_scores_gemma":[0.9835479,0.0004734722,0.01341997,0.00004106254,0.00001130522,0.00004395913,0.0001734866,0.00003163505,0.002257225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005676175,"threshold_uncertainty_score":0.002293348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424195594245964,"score_gpt":0.2839447715258094,"score_spread":0.2497028155833498,"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."}}