{"id":"W4402741495","doi":"10.1021/acsami.4c00836","title":"Localized Gradual Photomediated Brightness and Lifetime Increase of Superacid-Treated Monolayer MoS<sub>2</sub>","year":2024,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"2D Materials and Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Superacid; Materials science; Monolayer; Brightness; Nanotechnology; Engineering physics; Optics; Catalysis; Organic chemistry; Engineering","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":[0.0000552224,0.0002549211,0.0001358033,0.00008138689,0.0000797364,0.0001520916,0.000160808,0.0001827321,0.001583349],"category_scores_gemma":[0.00009756122,0.00008112554,0.0001257119,0.00008085908,0.0001786065,0.0001902212,0.0001387591,0.0002798815,0.0002276113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277167,"about_ca_system_score_gemma":0.00008447656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004172303,"about_ca_topic_score_gemma":0.0006235173,"domain_scores_codex":[0.9999626,0.000003734454,0.000001566351,0.00001128901,0.00001065923,0.00001025364],"domain_scores_gemma":[0.9999353,0.00002010096,0.00001836479,0.000006053422,0.00001205822,0.000008199345],"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":[0.00002496021,0.000002628745,0.00007495125,0.00001878368,0.000001423272,0.0000238677,0.00001261267,0.00001983992,0.9992782,0.00002095867,0.00001524972,0.0005064245],"study_design_scores_gemma":[0.000001024192,0.00004983075,0.001248429,0.000001162105,0.000002163641,0.00003017932,0.00001211644,0.0002443137,0.998131,0.00000671473,0.000271746,0.000001330542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968504,0.0004759277,0.001427862,0.00003620458,0.00001160141,0.000009902908,0.0001760953,0.00006798097,0.0009439694],"genre_scores_gemma":[0.9965358,0.0003649294,0.001170759,0.00002743525,0.000004978607,0.00001570601,0.0001167404,0.00001770974,0.001745897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001583349,"threshold_uncertainty_score":0.005296767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008047099810482912,"score_gpt":0.2326594819456033,"score_spread":0.2246123821351204,"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."}}