{"id":"W2765165805","doi":"10.1103/physrevlett.120.141602","title":"Scattering Amplitudes from Intersection Theory","year":2018,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Institut Périmètre de physique théorique; Ontario Ministry of Research, Innovation and Science; Government of Canada; Innovation, Science and Economic Development Canada","keywords":"Moduli space; Intersection (aeronautics); Scattering amplitude; Hyperplane; Physics; Quantum field theory; Field theory (psychology); Scattering; Intersection theory; Riemann hypothesis; Field (mathematics); Mathematical physics; Tree (set theory); Riemann surface; Theoretical physics; Moduli; Mathematics; Quantum mechanics; Pure mathematics; Mathematical analysis; Combinatorics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001078575,0.0001758728,0.0002830711,0.00001265082,0.00008493812,0.00004134368,0.0001948314,0.000005226467,0.000731753],"category_scores_gemma":[0.000006685472,0.0001430075,0.0002131126,0.0001231018,0.000267835,0.0001238664,0.00009064168,0.0001616872,0.0009071077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000201465,"about_ca_system_score_gemma":0.000006435503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004729005,"about_ca_topic_score_gemma":3.295683e-7,"domain_scores_codex":[0.9990735,0.0000936728,0.0001706298,0.000288536,0.0001351365,0.0002385162],"domain_scores_gemma":[0.9993633,0.0001350065,0.00007193775,0.0003129839,0.00003253168,0.0000842361],"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":[0.00001468534,0.000137916,0.0006050055,0.00008297775,0.0001153324,5.430659e-7,0.0001898012,0.000001816093,0.01534314,0.94832,0.002515432,0.03267338],"study_design_scores_gemma":[0.0002220401,0.00005622377,0.001470382,0.00116179,0.000171665,2.596107e-7,0.00004276957,0.000184693,0.005789947,0.9827747,0.007737356,0.0003882013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8715162,0.0003442659,0.1127724,0.002304561,0.0003318029,0.0002741988,0.0000298358,0.00008043672,0.01234635],"genre_scores_gemma":[0.9900094,0.00001903407,0.0001272768,0.007196624,0.002562704,0.00002520452,0.00002705733,0.00002355417,0.000009191243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184932,"threshold_uncertainty_score":0.9998708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118648020584182,"score_gpt":0.2782004199323452,"score_spread":0.2670139397265033,"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."}}