{"id":"W3116684303","doi":"10.1088/2516-1075/abd61c","title":"Structural origins of carbon quantum dot luminescence by synchrotron x-ray spectroscopy","year":2020,"lang":"en","type":"article","venue":"Electronic Structure","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rosstech Signals (Canada); Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Luminescence; X-ray absorption spectroscopy; Thiourea; Spectroscopy; Excited state; Absorption (acoustics); Carbon fibers; Chemistry; Photochemistry; Thiophene; X-ray photoelectron spectroscopy; Quantum dot; Moiety; Materials science; Absorption spectroscopy; Analytical Chemistry (journal); Nanotechnology; Optoelectronics; Organic chemistry; Chemical engineering; Optics","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":[0.000150371,0.0001467897,0.0001171237,0.0002379609,0.000165733,0.0003103799,0.0001881584,0.0003213247,0.001066278],"category_scores_gemma":[0.0002576178,0.0001701047,0.0001024069,0.0001768655,0.0002866263,0.0001947725,0.0001275352,0.0002702665,0.0001277849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812497,"about_ca_system_score_gemma":0.0001232036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006771703,"about_ca_topic_score_gemma":0.001033843,"domain_scores_codex":[0.999874,0.00001875728,0.000006745111,0.00003451006,0.00004771384,0.00001822971],"domain_scores_gemma":[0.9998521,0.00003710657,0.00003099766,0.00001203535,0.00005610083,0.00001159507],"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":[0.00004146261,0.000005927743,0.0004362101,0.00003020237,0.000002029185,0.0000324717,0.00002668659,0.000127749,0.9981962,0.0002612204,0.00002107655,0.0008188942],"study_design_scores_gemma":[0.000004416534,0.00005742522,0.00367951,0.000004681859,0.000004373831,0.00007041308,0.00002595838,0.00202773,0.9934499,0.0000598314,0.0006123268,0.00000348505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931549,0.0004476262,0.004035656,0.00005960892,0.000006446241,0.00001554993,0.0001684254,0.00005834859,0.002053507],"genre_scores_gemma":[0.9974993,0.00009838097,0.00178418,0.00001520295,8.97896e-7,0.000007642903,0.00009287345,0.000007188983,0.000494322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001066278,"threshold_uncertainty_score":0.00356704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007505336217709204,"score_gpt":0.2400606084415454,"score_spread":0.2325552722238362,"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."}}