{"id":"W2314537361","doi":"10.1149/1.3367231","title":"(Invited) Investigation into the Photophysics and Diffusion Properties of Water Soluble Quantum Dots Using Fluorescence Correlation Spectroscopy","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Quantum dot; Fluorescence correlation spectroscopy; Quantum yield; Fluorescence; Spectroscopy; Materials science; Chemical physics; Aqueous solution; Diffusion; Nanoparticle; Chemistry; Analytical Chemistry (journal); Photochemistry; Nanotechnology; Physical chemistry; Physics; Optics; Quantum mechanics; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872077,0.0001255075,0.0001400896,0.0000494399,0.0005624625,0.0000935569,0.0001252969,0.00007184782,0.0001082466],"category_scores_gemma":[0.00001701975,0.00006938995,0.00004073696,0.00009146683,0.0004271889,0.0004096371,0.0000132493,0.000181468,0.00001425081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001564006,"about_ca_system_score_gemma":0.00002492612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072367,"about_ca_topic_score_gemma":0.0001450973,"domain_scores_codex":[0.9991008,0.00007494241,0.0002448144,0.000200084,0.0002006186,0.000178745],"domain_scores_gemma":[0.9995465,0.00003320021,0.00007492572,0.0002247188,0.00007400774,0.00004667208],"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":[0.0000240645,0.00003310142,0.0001901274,0.00003792185,0.000003968054,1.379526e-7,0.006661871,0.0002952163,0.9923966,0.00008259848,0.000008505454,0.0002658959],"study_design_scores_gemma":[0.0001011404,0.00003667526,0.0003947764,0.00005400216,0.00003361985,0.000004708585,0.0003325626,0.06069576,0.9371528,0.0009358108,0.0001527743,0.000105352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927092,0.0001079027,0.005370958,0.0008595585,0.0006800495,0.0002167304,0.000002988682,0.00004003173,0.00001264073],"genre_scores_gemma":[0.9976792,0.00004908619,0.002093748,0.00005325239,0.00005454435,0.00001762558,0.000001669053,0.00001491312,0.00003591222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06040055,"threshold_uncertainty_score":0.4326064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213920281986133,"score_gpt":0.2183600253086828,"score_spread":0.1969679971100695,"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."}}