{"id":"W1512803339","doi":"10.1103/physrevb.81.172401","title":"Computational scheme for the spin-<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mrow><mml:mstyle scriptlevel=\"1\"><mml:mfrac bevelled=\"false\"><mml:mn>1</mml:mn><mml:mn>2</mml:mn></mml:mfrac></mml:mstyle></mml:mrow></mml:math>Heisenberg antiferromagnet based on an octapartite description of the square lattice","year":2010,"lang":"lv","type":"article","venue":"Physical Review B","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Algorithm; Ground state; Wave function; Mathematics; Antiferromagnetism; Physics; Quantum mechanics","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":[0.0004432125,0.0005847594,0.0009555248,0.0004747914,0.0009462396,0.00111464,0.002130063,0.001151962,0.03566736],"category_scores_gemma":[0.001212892,0.0003460898,0.0005760784,0.000929011,0.0005758371,0.001080773,0.000915036,0.0015115,0.004819714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131235,"about_ca_system_score_gemma":0.002417427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005152547,"about_ca_topic_score_gemma":0.008938652,"domain_scores_codex":[0.9997924,0.00005119497,0.00001526348,0.00004288851,0.00006459547,0.00003362867],"domain_scores_gemma":[0.999612,0.0001362232,0.00001802466,0.0001180838,0.00009030689,0.00002540188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005428204,0.0004589702,0.001948903,0.0007102924,0.0001302152,0.0004356819,0.0005203575,0.4370682,0.02354481,0.3873414,0.02143367,0.1258647],"study_design_scores_gemma":[0.0001608212,0.00006409546,0.0003124125,0.00001990243,0.00001754848,0.00006747553,0.00007169272,0.9217661,0.004336384,0.05795919,0.01518667,0.00003766146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06452267,0.0002110712,0.897846,0.0006844135,0.0001750544,0.0008101438,0.003980282,0.003001998,0.02876838],"genre_scores_gemma":[0.2841879,0.0002046657,0.692848,0.00019309,0.000032459,0.002735129,0.003161467,0.000901606,0.01573577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03566736,"threshold_uncertainty_score":0.1193192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662716690666196,"score_gpt":0.273230369387806,"score_spread":0.246603202481144,"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."}}