{"id":"W2082100087","doi":"10.1063/1.481641","title":"Structure formation in dipolar fluids driven by rotating fields","year":2000,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Characterization and Applications of Magnetic Nanoparticles","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dipole; Component (thermodynamics); Magnetorheological fluid; Inertia; Field (mathematics); Moment of inertia; Brownian motion; Statistical physics; Classical mechanics; Physics; Molecular dynamics; Binary number; Brownian dynamics; Dynamics (music); Mechanics; Magnetic field; Thermodynamics; 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":[0.00003702056,0.00004548929,0.00006816279,0.000007409586,0.00001266144,0.00001149432,0.0001093078,0.00002461728,0.00008202325],"category_scores_gemma":[0.000005894264,0.00003370185,0.00001934987,0.00009028512,0.0000135053,0.000125454,0.000004885869,0.0001412706,0.000003942243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001278135,"about_ca_system_score_gemma":0.000002599552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.276121e-7,"about_ca_topic_score_gemma":1.564043e-7,"domain_scores_codex":[0.9996318,0.000009307692,0.0001915304,0.00001934986,0.00008334972,0.00006469956],"domain_scores_gemma":[0.9998324,0.00003356788,0.00003255814,0.00006165089,0.00001752902,0.00002232699],"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":[0.000005844564,0.00001078171,0.00002016643,0.000006877765,0.000003137678,1.271493e-7,0.00032603,0.006895947,0.9538752,0.0000236987,0.0007848428,0.03804737],"study_design_scores_gemma":[0.0002539377,0.00001153283,0.0001035133,0.00002198253,0.000009938156,0.000009566401,0.00002175269,0.05899,0.9378628,0.002007034,0.0006492829,0.00005864869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969584,0.00007961454,0.002559174,0.0002023821,0.00001326074,0.0000334522,0.00000395489,0.00001040304,0.0001393984],"genre_scores_gemma":[0.9994403,0.00005725056,0.000345338,0.00005815599,0.00008136784,6.019127e-7,0.00000442849,0.000005689829,0.000006911735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05209405,"threshold_uncertainty_score":0.1374322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00421216365194819,"score_gpt":0.1930993763814191,"score_spread":0.188887212729471,"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."}}