{"id":"W4386895177","doi":"10.1002/adfm.202307348","title":"Multi‐Functional Atomically Thin Oxides from Bismuth Liquid Metal","year":2023,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Australian Research Council; University of Melbourne","keywords":"Materials science; Bismuth; Thin film; Nanotechnology; Ferroelectricity; Density functional theory; Piezoelectricity; Monoclinic crystal system; Polarization (electrochemistry); Polarizability; Flexibility (engineering); Optoelectronics; Crystal structure; Composite material; Molecule; Crystallography; Dielectric; Physical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004026919,0.0002140885,0.00009713179,0.0001806393,0.0001361309,0.0002213535,0.0002262207,0.0001672698,0.0009847676],"category_scores_gemma":[0.00006467578,0.0001308992,0.0001018494,0.0001003509,0.0001145797,0.0002558725,0.0002696413,0.0002769082,0.0003414275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381314,"about_ca_system_score_gemma":0.0001000312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490601,"about_ca_topic_score_gemma":0.0006999736,"domain_scores_codex":[0.9999635,0.000003143589,0.000002498427,0.000005691447,0.00001730485,0.000007837496],"domain_scores_gemma":[0.9999765,0.000002849566,0.000008861441,0.000002459919,0.000003910177,0.000005402414],"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":[0.00002380549,0.000009032195,0.0000597255,0.00004512804,0.000002470447,0.00004251452,0.00001342784,0.00009582869,0.9972843,0.0004656693,0.0000938593,0.001864171],"study_design_scores_gemma":[0.000004584399,0.00004241634,0.000223985,0.000002787556,0.000002951581,0.00004241868,0.000008312445,0.001101964,0.9967771,0.00007091379,0.00171954,0.000002930022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985089,0.0006386386,0.006502939,0.0001153801,0.00006813496,0.00002184266,0.0001626322,0.0002233608,0.007178148],"genre_scores_gemma":[0.9927678,0.0003122856,0.004435942,0.00002657127,0.000008302754,0.00001541336,0.00009420208,0.00003741554,0.002302033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009847676,"threshold_uncertainty_score":0.003294349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724589751989807,"score_gpt":0.2460753399026471,"score_spread":0.218829442382749,"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."}}