{"id":"W3105657706","doi":"10.1002/adma.202005159","title":"Scalable Substitutional Re‐Doping and its Impact on the Optical and Electronic Properties of Tungsten Diselenide","year":2020,"lang":"en","type":"article","venue":"Advanced Materials","topic":"2D Materials and Applications","field":"Materials Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Basic Energy Sciences; Division of Materials Research; Office of Science; University of Pennsylvania; Semiconductor Research Corporation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; U.S. Department of Energy; Pennsylvania State University; University of California; National Science Foundation","keywords":"Tungsten diselenide; Dopant; Materials science; Doping; Substrate (aquarium); Nanotechnology; Optoelectronics; Chemical vapor deposition; Impurity; Transition metal; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002952029,0.0001458549,0.0002633503,0.00001441074,0.0001368674,0.00008447454,0.0001362136,0.0000380713,0.0003343057],"category_scores_gemma":[0.0001691158,0.00008485016,0.00002080435,0.00006138923,0.0001414578,0.0001990804,0.0000941824,0.00004030269,0.0000359432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002551325,"about_ca_system_score_gemma":0.00006043486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001135958,"about_ca_topic_score_gemma":0.000001258009,"domain_scores_codex":[0.9989673,0.00005448277,0.0002740246,0.000267648,0.0001700898,0.0002664827],"domain_scores_gemma":[0.9995424,0.00006494427,0.0001089716,0.0001369731,0.00006514679,0.00008158836],"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":[0.0001777484,0.00001469052,0.000006009023,0.00007365091,0.000006093348,3.778703e-7,0.00007382185,0.00006432122,0.9647393,0.03476965,0.00002713419,0.00004718487],"study_design_scores_gemma":[0.0002160704,0.000123922,0.0006116754,0.0000696313,0.00001495809,0.000004660464,0.00003582873,0.00003501588,0.9973853,0.001204822,0.000188919,0.0001092272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996998,0.0004963978,0.00003744811,0.001792973,0.00006160771,0.0003867585,0.00008782912,0.0000423831,0.00009659681],"genre_scores_gemma":[0.9990923,0.0002345617,0.0002450897,0.0002300331,0.00008146575,0.00008366139,0.000004831231,0.00001380986,0.00001425189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03356482,"threshold_uncertainty_score":0.3660413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441501637742063,"score_gpt":0.2646925006184056,"score_spread":0.240277484240985,"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."}}