{"id":"W4384934795","doi":"10.1007/jhep07(2023)156","title":"Bootstrapping Witten diagrams via differential representation in Mellin space","year":2023,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"China Scholarship Council; Simons Foundation","keywords":"Scalar (mathematics); Physics; Amplitude; Differential equation; Mathematical physics; Conformal map; Gluon; Quantum electrodynamics; Mathematical analysis; Particle physics; Mathematics; Quantum mechanics; Quantum chromodynamics; Geometry","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":[0.0008309235,0.0007149547,0.0006081773,0.002266956,0.0007001087,0.00145277,0.001189473,0.0006084672,0.006740155],"category_scores_gemma":[0.002612235,0.0003725338,0.0008114529,0.001050773,0.001351148,0.002738432,0.001052541,0.001111971,0.0007152532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009182727,"about_ca_system_score_gemma":0.0005971831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250779,"about_ca_topic_score_gemma":0.002304127,"domain_scores_codex":[0.9996376,0.0001069601,0.00001823046,0.00003842268,0.0001371326,0.00006164904],"domain_scores_gemma":[0.9993686,0.0002566545,0.00007792729,0.0001030167,0.0001117042,0.00008211452],"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":[0.00007786492,0.0001239765,0.0009794091,0.0001068096,0.00002372878,0.0005713812,0.0004414271,0.06108944,0.01270748,0.8978719,0.0008449397,0.02516166],"study_design_scores_gemma":[0.00003291318,0.00004372243,0.0002826754,0.00002082383,0.000007641565,0.0001214732,0.00008641099,0.6626347,0.009470363,0.3243747,0.002892962,0.00003160069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3597543,0.0001935594,0.6157132,0.0001724827,0.0001450375,0.000130628,0.0001715344,0.001385709,0.0223335],"genre_scores_gemma":[0.863053,0.0001693694,0.1299329,0.00008406637,0.00006026355,0.00007803571,0.0002105681,0.000608135,0.005803733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006740155,"threshold_uncertainty_score":0.02254808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104136321650886,"score_gpt":0.2409350237101355,"score_spread":0.2298936604936266,"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."}}