{"id":"W4405675501","doi":"10.1002/adma.202416375","title":"Two‐dimensional Nanosheets by Liquid Metal Exfoliation","year":2024,"lang":"en","type":"article","venue":"Advanced Materials","topic":"2D Materials and Applications","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Science Fund for Distinguished Young Scholars; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Materials science; Exfoliation joint; Intercalation (chemistry); van der Waals force; Surface tension; Gallium; Graphene; Chemical engineering; Dispersion (optics); Phase (matter); Nanotechnology; Metal; Pulmonary surfactant; Birefringence; Molecule; Inorganic chemistry; Optics; Organic chemistry; Metallurgy","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":[0.00008400172,0.000221333,0.0001061353,0.0001654187,0.0001173625,0.0002308712,0.0002278953,0.0002062515,0.001238394],"category_scores_gemma":[0.0001134856,0.0001518361,0.0001418324,0.00008851123,0.0001613135,0.000232296,0.0002620649,0.0002655002,0.0004657695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221487,"about_ca_system_score_gemma":0.00008283361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000229911,"about_ca_topic_score_gemma":0.0006742136,"domain_scores_codex":[0.9999396,0.000007491653,0.000005672464,0.00001277332,0.00002482427,0.000009607482],"domain_scores_gemma":[0.9999285,0.00001937607,0.00001967917,0.00001448819,0.00000998925,0.000007923745],"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":[0.00002768924,0.00001764657,0.00007207002,0.00003181716,0.000003179433,0.0000485286,0.00001165504,0.000605281,0.9950798,0.0004121488,0.0001361005,0.003554151],"study_design_scores_gemma":[0.000009257719,0.00002541406,0.00009853179,0.000001858053,0.000001210095,0.00002817348,0.000003677591,0.003202833,0.9947996,0.00005704987,0.001768951,0.000003528643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524909,0.0007333369,0.03706354,0.0001698481,0.0001626626,0.00006598308,0.0005461513,0.0006942439,0.008073352],"genre_scores_gemma":[0.9783483,0.0002600706,0.01796822,0.00004902728,0.00001335705,0.00003509567,0.0002236998,0.00005035826,0.003051837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001238394,"threshold_uncertainty_score":0.00414288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009368616901267435,"score_gpt":0.2806963472852866,"score_spread":0.2713277303840192,"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."}}