{"id":"W2021950332","doi":"10.1063/1.481734","title":"Crystallization of dipolar spheres: A discussion of second-order density functional theory","year":2000,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Characterization and Applications of Magnetic Nanoparticles","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ferroelectricity; Isotropy; Density functional theory; Dipole; SPHERES; Hard spheres; Condensed matter physics; Phase (matter); Statistical physics; Phase transition; Physics; Materials science; Thermodynamics; Quantum mechanics","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":[0.0001044667,0.00005566533,0.0001164521,0.000009187184,0.00001390575,0.000003702303,0.00009846086,0.00002518129,0.0008606403],"category_scores_gemma":[0.00001564475,0.00003276435,0.00004756241,0.0001322296,0.00006328607,0.00007851336,0.000009591747,0.00008315807,0.000003087683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009767681,"about_ca_system_score_gemma":0.00001355764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.387112e-7,"about_ca_topic_score_gemma":2.041037e-7,"domain_scores_codex":[0.9994826,0.00002301937,0.000266902,0.00002852659,0.0001454879,0.00005340882],"domain_scores_gemma":[0.9995939,0.00006708593,0.0001030637,0.0001041459,0.0001041054,0.00002765813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006895552,0.00006733435,0.0000397505,0.00002767704,0.00002116091,5.326983e-8,0.0001625247,0.004746947,0.9829618,0.0005910646,0.000275682,0.0110371],"study_design_scores_gemma":[0.000308396,0.00002171965,0.0009077543,0.00004023601,0.00004608438,0.000005477554,0.00006385233,0.002193346,0.983072,0.0126273,0.0006582036,0.00005557886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772993,0.00007672555,0.0221871,0.00005954243,0.00002195495,0.00003839815,0.000005316058,0.000008436102,0.000303279],"genre_scores_gemma":[0.9994527,0.00004171789,0.0003289231,0.00001880083,0.0000824075,4.675238e-7,0.000004028702,0.00000817748,0.00006280991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02215342,"threshold_uncertainty_score":0.9423407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006469076356182494,"score_gpt":0.1899806491398189,"score_spread":0.1835115727836364,"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."}}