{"id":"W4388519768","doi":"10.2139/ssrn.4628548","title":"Nonlinear Electrodynamics Without Singularities","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gravitational singularity; Nonlinear system; Quantum electrodynamics; Physics; Mathematical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004492371,0.001275758,0.001054491,0.001224899,0.001111095,0.002298476,0.0009133292,0.001912741,0.01276113],"category_scores_gemma":[0.001986417,0.0004069202,0.0007528031,0.0006813603,0.001985838,0.004049521,0.0019658,0.002580236,0.00314506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000792972,"about_ca_system_score_gemma":0.000461436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000438036,"about_ca_topic_score_gemma":0.0002420294,"domain_scores_codex":[0.9997157,0.00008384461,0.00001360733,0.00005578739,0.000101671,0.00002940989],"domain_scores_gemma":[0.9995556,0.0001146279,0.00004709702,0.00009620224,0.00009622233,0.00009013333],"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":[0.00002269132,0.00001847672,0.0000924399,0.00004890082,0.00001126845,0.0000999957,0.0000678234,0.0009375831,0.001039145,0.9913847,0.003143439,0.003133631],"study_design_scores_gemma":[0.00001289761,0.000006409683,0.0001541239,0.00001054742,0.000004204848,0.0001900035,0.00001698349,0.00744134,0.0002344041,0.9891456,0.00277704,0.000006537075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1711762,0.005649237,0.0923994,0.01114854,0.003866273,0.0001078954,0.0005296372,0.0006585955,0.7144643],"genre_scores_gemma":[0.6949124,0.002702678,0.01560999,0.002161514,0.003677778,0.0001073797,0.0005380926,0.0006428277,0.2796474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01276113,"threshold_uncertainty_score":0.04269028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00813530032645681,"score_gpt":0.2500987684766876,"score_spread":0.2419634681502308,"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."}}