{"id":"W1640497314","doi":"10.1007/jhep07(2015)149","title":"Scattering equations and matrices: from Einstein to Yang-Mills, DBI and NLSM","year":2015,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":405,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Perimeter Institute","funders":"Institut Périmètre de physique théorique; Industry Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Graviton; Scalar (mathematics); Moduli space; Massless particle; Dimensional reduction; Scattering amplitude; Gauge theory; Einstein; Sigma model; Scattering","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":[0.0007727425,0.0004896804,0.0003950079,0.0009681322,0.0008776255,0.001619037,0.0009490842,0.001178043,0.003109348],"category_scores_gemma":[0.00116319,0.0003414945,0.0009177453,0.0008281719,0.002565683,0.003376606,0.001609308,0.001844296,0.0005247119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052996,"about_ca_system_score_gemma":0.0009316835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002220572,"about_ca_topic_score_gemma":0.00139209,"domain_scores_codex":[0.9996771,0.00008385408,0.000026685,0.00004121489,0.000126121,0.00004508686],"domain_scores_gemma":[0.9996649,0.00007757811,0.00007656455,0.00005731275,0.00006108772,0.00006256392],"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":[0.000005559274,0.000007267073,0.000100643,0.00001415096,0.000002141638,0.00004831554,0.0001148023,0.0009846913,0.0006898994,0.9963496,0.0002654495,0.00141752],"study_design_scores_gemma":[0.0000163239,0.00001982314,0.0002437498,0.00001758136,0.0000027227,0.0002125594,0.0001221816,0.01816051,0.000678825,0.9780619,0.002448769,0.00001496735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5565019,0.006590368,0.2802912,0.007050741,0.0005920308,0.000133501,0.0002576539,0.0003474125,0.1482351],"genre_scores_gemma":[0.9053307,0.001733579,0.06800973,0.0006943598,0.0003878126,0.0001024533,0.0001728103,0.0001070721,0.02346154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003109348,"threshold_uncertainty_score":0.01040179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260457816937083,"score_gpt":0.2248212209695657,"score_spread":0.2122166428001949,"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."}}