{"id":"W2581765449","doi":"10.1209/0295-5075/117/37006","title":"Topological magnetic excitations on the distorted kagomé antiferromagnets: Applications to volborthite, vesignieite, and edwardsite","year":2017,"lang":"en","type":"article","venue":"Europhysics Letters (EPL)","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Condensed matter physics; Physics","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":[0.00004360153,0.0001630267,0.0001360528,0.0002792719,0.0003324467,0.0003394684,0.0001518262,0.0001957622,0.0006756613],"category_scores_gemma":[0.0001483092,0.0001096355,0.00006614316,0.000092469,0.0004986136,0.0001878983,0.0003144086,0.0001683905,0.00004807595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483523,"about_ca_system_score_gemma":0.00009946296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003227896,"about_ca_topic_score_gemma":0.0008132863,"domain_scores_codex":[0.9999707,0.000005796629,0.00000172831,0.000004469217,0.000007487836,0.000009922505],"domain_scores_gemma":[0.9999549,0.00000945323,0.00001215475,0.000006270493,0.000005826788,0.00001135801],"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":[0.0005552165,0.00004860026,0.003563592,0.0001962531,0.00001914407,0.001209926,0.0005001713,0.003585622,0.9554965,0.025546,0.0002224721,0.009056536],"study_design_scores_gemma":[0.0002308469,0.0009711919,0.02387113,0.00005305914,0.00004772985,0.003204444,0.001901501,0.06682044,0.8700941,0.02483342,0.007872588,0.00009957322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980029,0.00007242091,0.0004701297,0.00004551966,0.000006490075,0.000002420524,0.00000585613,0.000009873379,0.001384235],"genre_scores_gemma":[0.999481,0.0000429864,0.0002593368,0.000008122424,0.000002121344,0.000002322792,0.00000773158,0.000001541495,0.0001949637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006756613,"threshold_uncertainty_score":0.002260268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709397668741684,"score_gpt":0.2608117525280889,"score_spread":0.243717775840672,"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."}}