{"id":"W2963507009","doi":"10.48550/arxiv.1510.00979","title":"Spinon Walk in Quantum Spin Ice","year":2015,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Spinon; Physics; Spins; Quasiparticle; Random walk; Spin (aerodynamics); Coupling (piping); Quantum; Imaginary time; Condensed matter physics; Quantum mechanics; Quantum dynamics","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":[0.00006580545,0.0001402322,0.0001529428,0.00007609419,0.00003589684,0.00001507362,0.0002328216,0.00002989364,0.00007106221],"category_scores_gemma":[0.000003268528,0.0001689985,0.00005828971,0.0003806838,0.00004839692,0.0003392736,0.0001011075,0.0001669265,0.0003475742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008347935,"about_ca_system_score_gemma":0.00006840842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003290719,"about_ca_topic_score_gemma":0.00001769848,"domain_scores_codex":[0.9992236,0.00003730025,0.000102015,0.0003261291,0.00004580093,0.0002651829],"domain_scores_gemma":[0.9994032,0.00002365179,0.00007043716,0.0003172435,0.00005521492,0.0001302658],"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":[0.00007634263,0.000252232,0.09935864,0.00001079668,0.00004152016,0.0001335796,0.0003672811,0.06764813,0.0006838399,0.8289185,0.0008610067,0.001648198],"study_design_scores_gemma":[0.005023466,0.0001940268,0.009455851,0.0000741155,0.00007394671,0.000001995271,0.00347585,0.1171865,0.003356961,0.851935,0.008079936,0.001142337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288346,0.000007546415,0.05125117,0.00004470741,0.000124274,0.0001046882,0.000006255765,0.00004338144,0.01958339],"genre_scores_gemma":[0.9983552,8.479686e-7,0.0001033896,0.00006313917,0.00009562283,4.914164e-7,0.000008955481,0.00001580472,0.001356591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08990279,"threshold_uncertainty_score":0.6891558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0646734052749305,"score_gpt":0.1990609577256016,"score_spread":0.1343875524506711,"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."}}