{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139928,0.000112974,0.0002397106,0.0003380474,0.0009900829,0.0008906149,0.0005349011,0.0004040982,0.0007521195],"category_scores_gemma":[0.0006728781,0.0002145,0.0001346739,0.0001513366,0.0009478963,0.0005230832,0.000621058,0.0002225226,0.00008350671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006598117,"about_ca_system_score_gemma":0.0002626943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614668,"about_ca_topic_score_gemma":0.001863864,"domain_scores_codex":[0.9998361,0.00003115635,0.00000539665,0.00003582495,0.00003913159,0.00005246933],"domain_scores_gemma":[0.9997228,0.00006389712,0.00005563859,0.00005879308,0.00004583253,0.00005294782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009398736,0.0002630381,0.02182281,0.0003606833,0.0001850667,0.001712462,0.004163645,0.1555113,0.5126234,0.2856354,0.003197411,0.01358493],"study_design_scores_gemma":[0.0002651191,0.0005594445,0.0291828,0.00004175686,0.00008154246,0.0007907148,0.002044802,0.6799796,0.1733581,0.1090028,0.004505196,0.0001880336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976718,0.00003704193,0.001191564,0.00005512562,0.000004002334,0.000002315779,0.000009370394,0.00002628463,0.001002465],"genre_scores_gemma":[0.9992806,0.000009812072,0.00047365,0.000007020742,0.000002090757,0.000004374791,0.00001407097,0.000005014638,0.0002033332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001614668,"threshold_uncertainty_score":0.004787266,"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."}}