{"id":"W6929158088","doi":"10.48550/arxiv.0710.3025","title":"Formation of collective spins in frustrated clusters","year":2007,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Military Institute","funders":"","keywords":"Spins; Frustration; Antiferromagnetism; Scattering; Neutron scattering; Specific heat; Heat capacity","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":[0.0002374368,0.0001700487,0.0002628325,0.0006115687,0.00001609612,0.000003800973,0.0002678219,0.0005613426,0.000006656549],"category_scores_gemma":[0.00006199597,0.0002185902,0.00006610316,0.00057428,0.00006941133,0.00009334239,0.000144919,0.0006131087,0.000004198268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003259746,"about_ca_system_score_gemma":0.00003923809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003846829,"about_ca_topic_score_gemma":0.00008614375,"domain_scores_codex":[0.9993646,0.00003438283,0.0001770638,0.000199994,0.00002555249,0.0001984522],"domain_scores_gemma":[0.9995171,0.00007556061,0.00006287181,0.000272595,0.00004386343,0.00002801895],"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":[0.00002740591,0.00001357995,0.0004539042,0.0002111065,0.0000388792,0.00004777839,0.0001790986,0.9954219,0.0005050071,0.002798228,0.00006205757,0.0002410385],"study_design_scores_gemma":[0.0007710664,0.00006484985,0.007119314,0.0003096064,0.0000701598,0.000004817107,0.0006489974,0.9372928,0.03431106,0.01880001,0.00009620113,0.0005111268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6587804,0.00006417649,0.3373227,0.00000378706,0.0002286832,0.0001537043,0.000009003866,0.0003568123,0.003080719],"genre_scores_gemma":[0.9969336,0.0002864087,0.002621474,0.000003131579,0.000008866971,8.205798e-7,0.00001246716,0.00001529138,0.0001178759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3381532,"threshold_uncertainty_score":0.8913848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137932265369575,"score_gpt":0.2044042265481919,"score_spread":0.09061100001123441,"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."}}