{"id":"W2077722455","doi":"10.1038/nmat3924","title":"Vacancy defects and monopole dynamics in oxygen-deficient pyrochlores","year":2014,"lang":"en","type":"article","venue":"Nature Materials","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Engineering and Physical Sciences Research Council","keywords":"Spin ice; Pyrochlore; Condensed matter physics; Magnetism; Neutron scattering; Magnetization; Magnetic monopole; Materials science; Inelastic neutron scattering; Oxygen; Scattering; Physics; Magnetic field; Phase (matter)","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":[0.0001038278,0.0001635995,0.0002342576,0.00005249858,0.00004698045,0.00006488223,0.0001128589,0.00008856296,0.00008118532],"category_scores_gemma":[0.000008434395,0.0001536853,0.0000248852,0.00008497672,0.00003086171,0.00009322583,0.00008766623,0.0001814525,0.00002346422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004105667,"about_ca_system_score_gemma":0.00001334885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005214215,"about_ca_topic_score_gemma":0.00001550986,"domain_scores_codex":[0.9991813,0.00004295315,0.0001744104,0.0002572269,0.0001000804,0.0002440641],"domain_scores_gemma":[0.9995781,0.00004640254,0.000085755,0.0002155827,0.00002775799,0.00004645669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005845058,0.0001296945,0.01619826,0.0001022444,0.00002961606,0.000003077351,0.0002627468,0.0001575572,0.2882045,0.6868036,0.0004586116,0.007591676],"study_design_scores_gemma":[0.001897537,0.00009905348,0.02709169,0.0001420088,0.00004187535,0.000002380848,0.0003335778,0.000792869,0.5072231,0.4576494,0.003860492,0.0008659502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939579,0.00006824289,0.001627835,0.00009532675,0.0003603932,0.0001578438,0.00006077856,0.0000295199,0.003642188],"genre_scores_gemma":[0.9988746,0.000001414205,0.000477567,0.0001994294,0.0002477288,0.00002452331,0.00005036017,0.00002581991,0.00009854344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2291542,"threshold_uncertainty_score":0.6267105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00222148568082489,"score_gpt":0.219216392777584,"score_spread":0.2169949070967591,"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."}}