{"id":"W3110791822","doi":"10.1007/jhep08(2021)062","title":"Celestial amplitudes from UV to IR","year":2021,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Society of Fellows, Harvard University; Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Government of Canada; Industry Canada; U.S. Department of Energy; Gordon and Betty Moore Foundation; John Templeton Foundation","keywords":"Scattering amplitude; Amplitude; Scattering; Factorization; Form factor (electronics); Boson; Graviton; Soft photon; Plane (geometry)","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":[],"consensus_categories":[],"category_scores_codex":[0.00005085105,0.0001743243,0.0003793834,0.00001556779,0.00006914391,0.00008585839,0.0002298988,0.00003498514,0.0002612583],"category_scores_gemma":[0.000006260637,0.0001519546,0.0002595445,0.0002101779,0.00004748692,0.0001484862,0.0001070085,0.0002122085,0.00002980025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000260468,"about_ca_system_score_gemma":0.000136724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001882843,"about_ca_topic_score_gemma":0.000002690477,"domain_scores_codex":[0.9988865,0.0000536447,0.0003526849,0.0001765336,0.000296055,0.0002345558],"domain_scores_gemma":[0.9988929,0.0001197343,0.0002035926,0.0002501686,0.0003150456,0.0002185477],"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":[0.00003094879,0.0002875488,0.0003865774,0.000002055679,0.0001673905,0.00001872224,0.00007565219,0.0007281493,0.0009674025,0.9786451,0.00122476,0.01746565],"study_design_scores_gemma":[0.0004252096,0.0000689852,0.0008092918,0.00003709581,0.0000689926,0.000001642759,0.00007552823,0.00001316311,0.05880313,0.9342139,0.005313167,0.000169844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3049379,0.00005817813,0.6894852,0.0003711333,0.0005663167,0.00001772019,0.00005948054,0.000008955239,0.004495102],"genre_scores_gemma":[0.9915389,0.000005054723,0.003325706,0.0003288221,0.004598812,0.000001614171,0.00003273235,0.00002841124,0.0001399287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.686601,"threshold_uncertainty_score":0.6196527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007272208922651666,"score_gpt":0.2217515299482867,"score_spread":0.214479321025635,"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."}}