{"id":"W4287377263","doi":"10.1021/acsnano.2c03441","title":"The Hidden Flower in WS<sub>2</sub> Flakes: A Combined Nanomechanical and Tip-Enhanced Raman Exploration","year":2022,"lang":"en","type":"article","venue":"ACS Nano","topic":"2D Materials and Applications","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microscale chemistry; Tungsten disulfide; Raman spectroscopy; Materials science; Tungsten; Chemical vapor deposition; Vacancy defect; Nanotechnology; Kelvin probe force microscope; Chemical physics; Isotropic etching; Quenching (fluorescence); Photoluminescence; Etching (microfabrication); Composite material; Atomic force microscopy; Optoelectronics; Optics; Crystallography; Layer (electronics); Chemistry; Metallurgy","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":[0.00006957078,0.000318939,0.0001625188,0.0002002239,0.0001798311,0.0002680467,0.0003051932,0.000439169,0.0005158092],"category_scores_gemma":[0.0001027237,0.0001678436,0.0002359319,0.0001517228,0.0003233878,0.0002471907,0.0002510008,0.0002615449,0.000144507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607062,"about_ca_system_score_gemma":0.00006605253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005203293,"about_ca_topic_score_gemma":0.0008434267,"domain_scores_codex":[0.9999292,0.000007306137,0.000002618883,0.00002239961,0.00002502143,0.00001344463],"domain_scores_gemma":[0.999927,0.00002040789,0.00001686405,0.00001306458,0.00001381808,0.000008890494],"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":[0.00001528198,0.000002502961,0.0001863464,0.00002200564,0.000004696822,0.0001000233,0.00001482747,0.0001204208,0.9985504,0.00005204436,0.00002334831,0.0009082652],"study_design_scores_gemma":[0.000005956038,0.00006708351,0.005696152,0.000004156454,0.00001410697,0.0005708165,0.00006518689,0.004227566,0.9882197,0.0001316975,0.0009839938,0.00001348015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902957,0.0006553458,0.007556182,0.00008050385,0.0000221082,0.00001658574,0.0001825609,0.00009960324,0.001091494],"genre_scores_gemma":[0.9880053,0.0002960293,0.01056243,0.00003241706,0.00001138652,0.00001403007,0.0001483392,0.00002815202,0.0009017922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005203293,"threshold_uncertainty_score":0.001725614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225357770528802,"score_gpt":0.2248840131125063,"score_spread":0.2126304354072183,"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."}}