{"id":"W1994826678","doi":"10.1007/s11051-014-2435-x","title":"UV-induced transformation and physicochemical property changes of quantum dots in the presence of air","year":2014,"lang":"en","type":"article","venue":"Journal of Nanoparticle Research","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada; Health Canada","funders":"","keywords":"Quantum dot; Materials science; Passivation; Irradiation; Aqueous solution; Fluorescence; Photochemistry; Ligand (biochemistry); Colloid; Nanomaterials; Nanotechnology; Chemical engineering; Chemistry; Physical chemistry; Optics","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":[0.0001337534,0.0001745075,0.0001372144,0.0001115828,0.0001726412,0.0002070813,0.0002075995,0.0002848187,0.002152969],"category_scores_gemma":[0.0003275884,0.0001562774,0.0001953039,0.0001481184,0.0002791635,0.0002571133,0.000108965,0.0003608029,0.0002431023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982314,"about_ca_system_score_gemma":0.0001378965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000966542,"about_ca_topic_score_gemma":0.0008842255,"domain_scores_codex":[0.9998455,0.00001752752,0.000009337745,0.00004603218,0.00004345613,0.00003816037],"domain_scores_gemma":[0.9998391,0.00006565319,0.00003006048,0.00002150901,0.00002711975,0.0000165319],"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":[0.0001340169,0.00001414243,0.0001732022,0.00001546285,0.000003997673,0.00003695112,0.00003420032,0.00004537063,0.9989687,0.00005683674,0.00002241308,0.000494667],"study_design_scores_gemma":[0.00000361595,0.00005083141,0.001356959,8.536438e-7,0.000002497942,0.00002092265,0.00001649455,0.0003302089,0.9980215,0.00001333794,0.0001806559,0.000002132316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979942,0.0001865174,0.0007324893,0.00002319846,0.00001395084,0.000006997047,0.0001076583,0.00002160088,0.0009134592],"genre_scores_gemma":[0.9990211,0.00005899869,0.0002171773,0.000007863568,0.000001833369,0.000004370957,0.00007613498,0.000007093607,0.000605457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002152969,"threshold_uncertainty_score":0.007202446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024346529700644,"score_gpt":0.3412578397593269,"score_spread":0.2388231867892625,"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."}}