{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004318107,0.0002302559,0.000189096,0.0004015428,0.0003853675,0.0006959477,0.0005390455,0.0002743333,0.002460908],"category_scores_gemma":[0.001612667,0.0002076545,0.0001165238,0.0001501648,0.001307258,0.001347156,0.0003564395,0.0007253655,0.0001810234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007190974,"about_ca_system_score_gemma":0.0003348004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146558,"about_ca_topic_score_gemma":0.001527908,"domain_scores_codex":[0.9998367,0.00003497233,0.000008177406,0.00003498594,0.00006709212,0.00001804949],"domain_scores_gemma":[0.9995977,0.0002002579,0.00003827205,0.0001118603,0.00003342228,0.00001851692],"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":[0.00003663658,0.00002122549,0.0008976117,0.0001068573,0.00000656768,0.0001200006,0.0001366646,0.03950492,0.0511279,0.8993199,0.0004633864,0.008258371],"study_design_scores_gemma":[0.00002554373,0.00009240239,0.004462182,0.00006187496,0.00001954209,0.0005942158,0.0001910496,0.3046716,0.06947206,0.6040926,0.01624235,0.00007465972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4160293,0.002408174,0.4300049,0.001798532,0.0002809867,0.00007291191,0.0002093282,0.0004399999,0.1487559],"genre_scores_gemma":[0.9796748,0.0006344034,0.01732812,0.00005346159,0.00003694305,0.00003001175,0.00003540953,0.00006145726,0.00214543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002460908,"threshold_uncertainty_score":0.008232534,"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."}}