{"id":"W4285350239","doi":"10.1051/epjap/2022210284","title":"Modelling the statics and the dynamics of fluctuations in the ordering alloy AuAgZn<sub>2</sub>","year":2022,"lang":"en","type":"article","venue":"The European Physical Journal Applied Physics","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ising model; Scattering; Statics; Physics; Condensed matter physics; Monte Carlo method; Statistical physics; Synchrotron radiation; Beamline; Cubic crystal system; Lattice (music); Neutron scattering; Quantum mechanics; Optics; Mathematics","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":[0.001122842,0.0002113182,0.0002418585,0.00001619114,0.001152915,0.0001397259,0.0008921839,0.000006394795,0.00000387096],"category_scores_gemma":[0.000004301823,0.00009838797,0.0001796485,0.0004218468,0.0005784134,0.00006940257,0.0003978581,0.00113828,0.000007643776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000260036,"about_ca_system_score_gemma":0.00005535051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001467639,"about_ca_topic_score_gemma":4.209614e-7,"domain_scores_codex":[0.9978012,0.0008361939,0.000363535,0.0001703279,0.0005595764,0.0002691925],"domain_scores_gemma":[0.9980057,0.001255776,0.0002940586,0.0003375026,0.00006475184,0.00004216981],"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":[0.00003686457,0.0001239129,0.000002534077,0.00000236946,0.00004581871,5.36163e-7,0.004055495,0.4480064,0.0004060762,0.5338132,0.00003755068,0.01346922],"study_design_scores_gemma":[0.0005298813,0.00002324566,0.00004408646,0.000005389792,0.00006792042,0.00000306919,0.002777189,0.3292836,0.0001259942,0.6669872,0.00005358676,0.00009880623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343922,0.00002278117,0.148006,0.001686036,0.00008193315,0.0004547581,0.00005449338,0.00001389365,0.01528783],"genre_scores_gemma":[0.9985452,0.000006139842,0.00008727756,0.0002169401,0.001046207,0.00003138613,0.00002080956,0.00003710582,0.000008986312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641529,"threshold_uncertainty_score":0.886741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00794641016861475,"score_gpt":0.2025300966687932,"score_spread":0.1945836865001785,"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."}}