{"id":"W2054746655","doi":"10.1103/physrevb.76.224407","title":"Short-time dynamics study of Heisenberg noncollinear magnets","year":2007,"lang":"en","type":"article","venue":"Physical Review B","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Phase transition; Physics; Heisenberg model; Antiferromagnetism; Condensed matter physics; Lattice (music); Hexagonal lattice; Constraint (computer-aided design); Statistical physics; Critical exponent; Magnet; Quantum mechanics; Mathematics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001689576,0.0001550514,0.0004235074,0.00001457029,0.00003925514,0.000007996618,0.0001799072,0.000009399438,0.0001251396],"category_scores_gemma":[0.000006915603,0.0001255082,0.0001788033,0.0002679096,0.00005842825,0.00005548313,0.00007415705,0.0001297619,0.0001672209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001567953,"about_ca_system_score_gemma":0.0000171681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001715942,"about_ca_topic_score_gemma":0.000001009536,"domain_scores_codex":[0.9989433,0.00004463673,0.0003257686,0.0002047113,0.000282238,0.0001993861],"domain_scores_gemma":[0.9992773,0.0002066215,0.00008025994,0.0002250169,0.0001077244,0.0001030892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004072878,0.006233527,0.002973757,0.0002606194,0.0001573533,0.000004417462,0.0001595963,0.0002434141,0.0003034429,0.593187,0.0003282765,0.3961078],"study_design_scores_gemma":[0.002392019,0.002577184,0.02918632,0.001602759,0.001214677,0.000002110954,0.0006132555,0.07756551,0.002216865,0.8774502,0.003409691,0.001769463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647744,0.0003261431,0.009500724,0.00009799374,0.00004845848,0.0005948234,0.00003122622,0.00002795468,0.02459832],"genre_scores_gemma":[0.9992454,0.00001194444,0.0001497561,0.00006446821,0.0003635573,0.00001310902,0.00003751056,0.0000158857,0.00009838815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3943384,"threshold_uncertainty_score":0.5118074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007073742318754172,"score_gpt":0.3046320164559629,"score_spread":0.2975582741372088,"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."}}