{"id":"W6887831305","doi":"10.17632/3nxcm5fsdz","title":"DEMPgen: Physics event generator for Deep Exclusive Meson Production at Jefferson Lab and the EIC","year":2024,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Parton shower; Event generator; Large Hadron Collider; Event (particle physics); Kinematics; Parton; Pion; Normalization (sociology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002011487,0.000887167,0.0008823441,0.00015846,0.0005913104,0.0003107991,0.00214936,0.0003601573,0.0001107213],"category_scores_gemma":[0.0005500204,0.0006291234,0.0001551827,0.0004846584,0.0003211208,0.0004802663,0.004394952,0.0007232436,0.004071003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005158343,"about_ca_system_score_gemma":0.0002246959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028657,"about_ca_topic_score_gemma":0.001150868,"domain_scores_codex":[0.9948903,0.0005138384,0.0006235264,0.002385027,0.0008566189,0.000730738],"domain_scores_gemma":[0.9936296,0.0002555739,0.000522366,0.005284023,0.0001381702,0.0001702168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006330767,0.0001068763,0.000001250123,0.0009359505,0.0007552883,0.00001441534,0.0001729599,0.00004036717,0.0003593825,0.00004345061,0.9945697,0.002367318],"study_design_scores_gemma":[0.00151179,0.00008868167,0.000001826708,0.0001986243,0.002435879,0.0000629377,0.0001168403,0.005027319,0.001188136,0.000487706,0.9881811,0.0006992334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001480012,0.01078807,0.0002446273,0.000902053,0.002384507,0.003833279,0.9815456,0.0001463052,0.000007592299],"genre_scores_gemma":[0.0000465268,0.001977606,0.0004721515,0.0002225672,0.00433294,0.0009316843,0.9912217,0.0002801346,0.0005146736],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009676153,"threshold_uncertainty_score":0.999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985323936336872,"score_gpt":0.3219309774707096,"score_spread":0.2720777381073409,"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."}}