{"id":"W4399406196","doi":"10.48550/arxiv.2406.01841","title":"Short-range order and local distortions in entropy stabilized oxides","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada First Research Excellence Fund; Alfred P. Sloan Foundation; Canadian Light Source; Canadian Institute for Advanced Research","keywords":"Short range order; Range (aeronautics); Order (exchange); Materials science; Statistical physics; Condensed matter physics; Physics; Economics; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002882725,0.0003285125,0.0004458055,0.0002250707,0.00009238328,0.0001475963,0.0003504162,0.0002563568,0.0005229966],"category_scores_gemma":[0.00003174536,0.0003349997,0.0001047867,0.0002743201,0.0003251148,0.0001256111,0.001199598,0.0002981981,0.0001275807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002585167,"about_ca_system_score_gemma":0.0001024457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006703611,"about_ca_topic_score_gemma":0.001147469,"domain_scores_codex":[0.9981507,0.0001404097,0.0002739389,0.0009628507,0.00009063899,0.0003814833],"domain_scores_gemma":[0.9991509,0.00006546157,0.00008170399,0.0004710857,0.00007695976,0.0001538326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001593095,0.00134152,0.01852934,0.003863208,0.0003383922,0.006064985,0.004943636,0.04360726,0.7719747,0.1445443,0.001350733,0.001848817],"study_design_scores_gemma":[0.007354754,0.0006345841,0.02351099,0.003496134,0.002508714,0.0001256369,0.008101583,0.1313024,0.1661491,0.6427733,0.00604585,0.007997022],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939514,0.0006455181,0.003342598,0.0000826565,0.0008301208,0.0003481762,0.0002769888,0.000165345,0.0003572404],"genre_scores_gemma":[0.9988557,0.0004206841,0.0001208282,0.00002974112,0.00009941096,0.000006714095,0.00003326514,0.0000338833,0.0003997675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6058257,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0750306046238935,"score_gpt":0.211086609291076,"score_spread":0.1360560046671825,"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."}}