{"id":"W4401342118","doi":"10.1038/s42005-024-01746-y","title":"Manifestation of the quantum metric in chiral lattice systems","year":2024,"lang":"en","type":"article","venue":"Communications Physics","topic":"Quantum Mechanics and Non-Hermitian Physics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"University of Ottawa","keywords":"Lattice (music); Quantum; Metric (unit); Theoretical physics; Pure mathematics; Mathematics; Physics; Quantum mechanics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001962046,0.0001131166,0.0001541162,0.00006306327,0.0001086749,0.00006566402,0.0007238108,0.00002497521,0.000008019515],"category_scores_gemma":[0.000005658732,0.00009300501,0.0001151562,0.001125323,0.00006741093,0.0001764804,0.0002226077,0.0002785494,0.00004015537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003356377,"about_ca_system_score_gemma":0.0001004519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000183105,"about_ca_topic_score_gemma":0.000004552928,"domain_scores_codex":[0.9991392,0.0001419865,0.0002890304,0.0001389553,0.000148884,0.0001419679],"domain_scores_gemma":[0.9983673,0.0002412103,0.0001073936,0.001190723,0.00006976298,0.00002358009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001018329,0.0001336289,0.0006999705,0.00004347338,0.00003198052,1.417264e-7,0.0003328068,0.0002349534,0.0002724071,0.9921803,0.0001642095,0.005905042],"study_design_scores_gemma":[0.0002172887,0.00002409423,0.002044301,0.000315415,0.00007604022,8.322154e-7,0.0006180675,0.5146834,0.000946215,0.4766841,0.004170763,0.0002195252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.771553,0.008532031,0.07782502,0.002093685,0.003417107,0.002562662,0.0008369926,0.0002770602,0.1329025],"genre_scores_gemma":[0.9993252,0.00003746947,0.0001611523,0.00001101476,0.0001094366,0.00004949995,0.0000510475,0.00002257553,0.0002326245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5154963,"threshold_uncertainty_score":0.3792634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334843461579314,"score_gpt":0.2967230694647705,"score_spread":0.2633746348489774,"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."}}