{"id":"W2585141020","doi":"10.1103/physrevmaterials.1.044406","title":"Microscopic aspects of magnetic lattice demagnetizing factors","year":2017,"lang":"en","type":"article","venue":"Physical Review Materials","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo; Canadian Institute for Advanced Research","funders":"Vetenskapsrådet; Stiftelsen Olle Engkvist Byggmästare; Government of Canada","keywords":"Curse of dimensionality; Monte Carlo method; Paramagnetism; Lattice (music); Spin (aerodynamics); Demagnetizing field","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008776975,0.000235931,0.0007114742,0.00001374762,0.0001485085,0.0000866858,0.000462985,0.00001424621,0.0007429181],"category_scores_gemma":[0.00004103086,0.0002000815,0.0001380492,0.00003834067,0.0001262866,0.0002440665,0.0001951816,0.00007844021,0.0001575983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001011403,"about_ca_system_score_gemma":0.00003044692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008537735,"about_ca_topic_score_gemma":4.949331e-7,"domain_scores_codex":[0.9988857,0.00006278701,0.0003401257,0.000274412,0.0001643804,0.0002725839],"domain_scores_gemma":[0.998418,0.00008889166,0.0005025733,0.0008450913,0.00006938361,0.00007607137],"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":[0.000004272185,0.000138692,0.001049507,0.001295968,0.00003603185,0.000001371445,0.00006285977,5.309237e-7,0.9240007,0.06833884,0.0001160231,0.004955146],"study_design_scores_gemma":[0.0003111443,0.00008101697,0.008027343,0.001590473,0.0002006585,3.659982e-7,0.00001225706,0.000002706654,0.8659434,0.1221916,0.00131836,0.0003206877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877719,0.00110781,0.0001610038,0.0001439148,0.0002387306,0.000408493,0.000091062,0.00002331293,0.01005381],"genre_scores_gemma":[0.9989766,0.0001173897,0.0002933368,0.00009278754,0.0003401784,0.00003153627,0.00001862786,0.00003140104,0.00009815881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05805737,"threshold_uncertainty_score":0.8159087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124167281854833,"score_gpt":0.3245738760451916,"score_spread":0.3033322032266432,"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."}}