{"id":"W7038070255","doi":"","title":"Functionalisation and application of gold nanoparticles for enhanced cellular targeting and imaging using four-wave-mixing microscopy","year":2024,"lang":"en","type":"other","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; McGill University","keywords":"Photobleaching; Fluorophore; Colloidal gold; Microscopy; Confocal microscopy; Ligand (biochemistry); Nanoparticle; Live cell imaging","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004473635,0.0001976293,0.0002686008,0.0003786705,0.00009937683,0.0000351104,0.0001073336,0.0001887047,0.000006948337],"category_scores_gemma":[0.0001394292,0.0002082932,0.0001106074,0.0002634391,0.0002039984,0.00001064815,0.0003710125,0.0002065715,0.000001061319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005262065,"about_ca_system_score_gemma":0.0001020606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001985392,"about_ca_topic_score_gemma":0.00003066673,"domain_scores_codex":[0.9985498,0.000114113,0.000150404,0.0006417198,0.0002232727,0.0003207585],"domain_scores_gemma":[0.9992719,0.00003056885,0.0001079783,0.0002602406,0.0002173023,0.0001120218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008778095,0.00001982841,0.0001004614,0.0005106003,0.0001479666,0.000004768249,0.00001453926,0.00001156614,0.9860804,0.000146583,0.009177705,0.003697772],"study_design_scores_gemma":[0.0007908071,0.0001243178,0.0000724738,0.0002162875,0.0001884545,0.00001139195,0.0003441583,0.001731833,0.2953623,0.0001558362,0.7006224,0.0003797952],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006912,0.0440338,0.02066522,0.0007572643,0.0006800815,0.003318175,0.001325007,0.0001417122,0.02838755],"genre_scores_gemma":[0.8152781,0.005322955,0.0125832,0.00002741769,0.002203195,0.00000930133,0.001668029,0.0004338446,0.162474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6914446,"threshold_uncertainty_score":0.849395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069682962228458,"score_gpt":0.3032116186195562,"score_spread":0.2725147889972716,"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."}}