{"id":"W4399602943","doi":"10.32920/26015215.v1","title":"Photoinduced Luminescence Activation of Hydrophilic ‘Caged’ Carbons Dots","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Luminescence; Covalent bond; Nanomaterials; Carbon fibers; Photochemistry; Nanotechnology; Ultraviolet; Materials science; Quantum dot; Chemistry; Chemical engineering; Optoelectronics; Organic chemistry; Composite number","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":[0.0001246796,0.0002684941,0.0001158499,0.0001186209,0.0001246465,0.0001575469,0.0001943071,0.0002842403,0.002265561],"category_scores_gemma":[0.0001347069,0.0001109008,0.0001675815,0.00008261762,0.0002755351,0.0001987337,0.0002032748,0.0003334437,0.0003251084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003028236,"about_ca_system_score_gemma":0.0001231136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004202065,"about_ca_topic_score_gemma":0.0006618059,"domain_scores_codex":[0.9998938,0.00001358342,0.000004369734,0.00003144901,0.00003113955,0.00002570818],"domain_scores_gemma":[0.9999253,0.00002472091,0.00001433943,0.0000108178,0.00001166264,0.000013267],"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":[0.00001423046,0.000008486513,0.00001923324,0.00002193413,0.000001345801,0.00002545098,0.0000123975,0.0001305248,0.9987746,0.0002803955,0.00005828956,0.0006531032],"study_design_scores_gemma":[0.000005245022,0.00003085182,0.00016119,0.000001008682,9.289145e-7,0.00001923901,0.00000423027,0.0007181913,0.998179,0.00003674343,0.0008410844,0.0000022542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849616,0.0005583466,0.007227595,0.0002409595,0.00005707651,0.00003553502,0.0001833784,0.0001267507,0.00660868],"genre_scores_gemma":[0.9912274,0.0002510422,0.004133871,0.00009696857,0.0000108958,0.0000260629,0.0001627656,0.00004109328,0.004049896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002265561,"threshold_uncertainty_score":0.007579088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369699656320635,"score_gpt":0.2796719314818541,"score_spread":0.2559749349186478,"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."}}