{"id":"W6949316807","doi":"10.5281/zenodo.15520463","title":"The Einstein Toolkit","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of British Columbia","funders":"","keywords":"Einstein; Software; Core (optical fiber); Gravitation; Theory of relativity","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":[0.002683622,0.001831666,0.001427947,0.002153481,0.001090635,0.004278956,0.005035664,0.001667558,0.1009502],"category_scores_gemma":[0.01102307,0.00163949,0.002164633,0.001886992,0.0008922755,0.00580998,0.00769643,0.003866279,0.1068802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009943689,"about_ca_system_score_gemma":0.00303893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006323215,"about_ca_topic_score_gemma":0.007378897,"domain_scores_codex":[0.9968635,0.0007041671,0.0003116207,0.000439904,0.001294474,0.000386426],"domain_scores_gemma":[0.9965977,0.0008493704,0.0001614832,0.001116184,0.0008595596,0.0004157829],"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":[0.000211724,0.00009158364,0.0007811784,0.0008095137,0.0001008289,0.0001551534,0.0002696271,0.006682441,0.001849917,0.1075386,0.7752867,0.1062228],"study_design_scores_gemma":[0.00008329416,0.00002031476,0.0003293594,0.0001235805,0.00003149723,0.0001364808,0.00004088838,0.01311056,0.002127819,0.0433735,0.9405382,0.00008431057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002527858,0.001762167,0.3998257,0.001899006,0.0006743206,0.0005542738,0.04312919,0.4266812,0.1229464],"genre_scores_gemma":[0.03999111,0.003357052,0.3770618,0.002583629,0.0004056847,0.001546563,0.1898207,0.2516942,0.1335392],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1009502,"threshold_uncertainty_score":0.3377122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376715513563337,"score_gpt":0.2448396133610273,"score_spread":0.2210724582253939,"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."}}