{"id":"W4232559686","doi":"10.1002/chin.201241258","title":"ChemInform Abstract: Collective Phenomena in the LiHo<sub>x</sub>Y<sub>1‐x</sub>F<sub>4</sub> Quantum Ising Magnet: Recent Progress and Open Questions","year":2012,"lang":"en","type":"article","venue":"ChemInform","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chemistry; Ising model; Magnet; Quantum; Condensed matter physics; Theoretical physics; Quantum mechanics; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005219129,0.0007248322,0.0006653064,0.0001457673,0.0004956356,0.0004798296,0.000808975,0.0001836593,0.0000568882],"category_scores_gemma":[0.00003830813,0.0006599688,0.0001619859,0.0007610078,0.0003421723,0.002182843,0.000609553,0.0008702827,0.0001523841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795806,"about_ca_system_score_gemma":0.0003903851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002493092,"about_ca_topic_score_gemma":0.00001755884,"domain_scores_codex":[0.9967791,0.000003184004,0.0008457275,0.0005794995,0.0005001213,0.001292376],"domain_scores_gemma":[0.997691,0.000261558,0.0006220429,0.0008111807,0.000252059,0.0003620969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001107784,0.0005183608,0.0005714552,0.000131299,0.0001389224,0.000004938997,0.007771618,0.000005134689,0.1127873,0.002642006,0.006058933,0.8692592],"study_design_scores_gemma":[0.001636106,0.00009929483,0.005154763,0.0002478041,0.0001122481,0.00001643298,0.003322779,0.00006061543,0.9725676,0.007313315,0.008470226,0.0009988032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.760785,0.0003904538,0.00003777498,0.0004548482,0.0003265997,0.00226067,0.0001660574,0.0001149234,0.2354637],"genre_scores_gemma":[0.9972348,0.0001052546,0.00007931367,0.000378754,0.0008434626,0.000781016,0.0002785134,0.000103132,0.0001957825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8682604,"threshold_uncertainty_score":0.9995852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693371166396724,"score_gpt":0.2619314527801103,"score_spread":0.2449977411161431,"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."}}