{"id":"W2612603001","doi":"10.1142/s0217732317500924","title":"Remarks on Heisenberg–Euler-type electrodynamics","year":2017,"lang":"en","type":"article","venue":"Modern Physics Letters A","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Coulomb; Euler's formula; Type (biology); Quantum electrodynamics; Classical electromagnetism; Mathematical physics; Nonlinear system; Metric (unit); Quantum mechanics; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491555,0.0005135327,0.0004971495,0.0006322429,0.001006242,0.000681676,0.001373422,0.00140312,0.01831228],"category_scores_gemma":[0.002039082,0.0001379452,0.0005431352,0.0003453595,0.002716474,0.003611407,0.001339987,0.002039948,0.002069443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684674,"about_ca_system_score_gemma":0.0002936944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120942,"about_ca_topic_score_gemma":0.0004372302,"domain_scores_codex":[0.999548,0.0001104705,0.00002320921,0.00008169392,0.0001846277,0.00005203956],"domain_scores_gemma":[0.9990682,0.0004525101,0.00009304668,0.0001374784,0.0001580079,0.00009082332],"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":[0.00001700507,0.00001681696,0.0001460636,0.0001210004,0.000007300034,0.0002954004,0.0001938011,0.001804196,0.0005572502,0.9828299,0.01038368,0.003627617],"study_design_scores_gemma":[0.000007575435,0.00001594077,0.0003068576,0.00004259316,0.000002696436,0.0001435956,0.00004711104,0.001901004,0.0001874437,0.9790698,0.01826452,0.00001088072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1335772,0.01879918,0.1023079,0.1168181,0.01524814,0.00008589137,0.001482848,0.0008902678,0.6107905],"genre_scores_gemma":[0.8601525,0.0104335,0.02398222,0.02165576,0.01219143,0.0001059952,0.0003681138,0.0002542308,0.07085638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01831228,"threshold_uncertainty_score":0.06126064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008746562846693012,"score_gpt":0.2492041742443711,"score_spread":0.2404576113976781,"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."}}