{"id":"W3173534028","doi":"10.1039/d1nr02272e","title":"Towards an ideal high-κ HfO<sub>2</sub>–ZrO<sub>2</sub>-based dielectric","year":2021,"lang":"en","type":"article","venue":"Nanoscale","topic":"Ferroelectric and Negative Capacitance Devices","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Research Foundation of Korea","keywords":"Dielectric; Materials science; Antiferroelectricity; Phase boundary; Ferroelectricity; Fabrication; High-κ dielectric; Phase (matter); Ideal (ethics); Condensed matter physics; Optoelectronics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000208317,0.0004876674,0.0005610186,0.0002452829,0.0001934622,0.0001098401,0.0003370197,0.0003287843,0.00006455821],"category_scores_gemma":[0.0001315789,0.0005144476,0.0002096504,0.001591695,0.00008799683,0.0003784391,0.00003605493,0.0005647129,0.0002148054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292971,"about_ca_system_score_gemma":0.000230169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000212418,"about_ca_topic_score_gemma":0.0001890028,"domain_scores_codex":[0.9972948,0.0001326076,0.000471927,0.0006452781,0.0005383516,0.0009169903],"domain_scores_gemma":[0.9986172,0.0001579157,0.00008359345,0.0005636128,0.0002550421,0.0003226813],"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":[0.00003390534,0.0001193213,0.0002250354,0.0001237583,0.00006746201,0.0001157732,0.0001212641,0.001034664,0.949734,0.000603691,0.003739278,0.04408179],"study_design_scores_gemma":[0.0008170495,0.0002051669,0.005078162,0.00006742378,0.00006230679,0.00001550332,0.00004779246,0.01673822,0.973783,0.0006223422,0.001932575,0.0006304726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854915,0.003360291,0.006200729,0.0002174172,0.0008420293,0.0002506637,0.00005898525,0.0007164966,0.002861882],"genre_scores_gemma":[0.9974765,0.0006907367,0.0005371087,0.0005250622,0.0003966188,0.00008836862,0.0001202767,0.0001207567,0.00004462144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04345132,"threshold_uncertainty_score":0.9997307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008987018488713411,"score_gpt":0.2096779027155859,"score_spread":0.2006908842268725,"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."}}