{"id":"W4391015254","doi":"10.1088/1361-6633/ad208d","title":"Beyond Kitaev physics in strong spin-orbit coupled magnets","year":2024,"lang":"en","type":"article","venue":"Reports on Progress in Physics","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; University of Toronto","funders":"Kavli Institute for Theoretical Physics, University of California, Santa Barbara; Engineering and Physical Sciences Research Council; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Jiangsu Province; University of California, Santa Barbara; Technische Universität München; Government of Jiangsu Province; National Natural Science Foundation of China; Office of Science; Canada Research Chairs; Aspen Center for Physics; Alexander von Humboldt-Stiftung; U.S. Department of Energy; National Science Foundation","keywords":"Algorithm; Physics; Machine learning; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002177114,0.0005266137,0.0005655143,0.0001127956,0.00006952438,0.0002028071,0.0002385373,0.00008058305,0.00008162278],"category_scores_gemma":[0.0000042641,0.0005500974,0.000212193,0.0008080765,0.0001683681,0.0006130746,0.0001494802,0.0008303368,0.00008019278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787162,"about_ca_system_score_gemma":0.0002332224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004162379,"about_ca_topic_score_gemma":0.000004253332,"domain_scores_codex":[0.996867,0.00005194939,0.0007729665,0.0009849436,0.0005587666,0.0007643747],"domain_scores_gemma":[0.9985529,0.0001062651,0.000272349,0.0008707656,0.00007737995,0.0001203867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004107186,0.001354262,0.0862624,0.0002717122,0.0001475895,0.001841873,0.0005674015,0.007717047,0.0005151592,0.3432046,0.0005278254,0.5575491],"study_design_scores_gemma":[0.001345308,0.0002729005,0.007426097,0.001343571,0.0001019013,0.00002511449,0.0002778751,0.04073865,0.01109946,0.9318314,0.003692127,0.001845572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245685,0.00206896,0.02033102,0.0004979314,0.002937251,0.002409637,0.0001000381,0.0006536611,0.04643295],"genre_scores_gemma":[0.9967073,0.000006234066,0.001069593,0.00006638868,0.00127063,0.0002888961,0.0001095371,0.0001349635,0.0003464396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5886269,"threshold_uncertainty_score":0.9996951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678063190815302,"score_gpt":0.3098072321268183,"score_spread":0.2930266002186652,"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."}}