{"id":"W7104282855","doi":"10.5281/zenodo.16761243","title":"WallGo investigates: Theoretical uncertainties in the bubble wall velocity","year":2025,"lang":"","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Bubble; Collision; Set (abstract data type); Metadata; Software; Data set; Gravitational wave; Phase (matter)","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":[0.002351543,0.002027089,0.001385159,0.003459127,0.00106907,0.002687514,0.002757895,0.00294219,0.03996817],"category_scores_gemma":[0.010565,0.0009263451,0.001803553,0.005328999,0.0005521225,0.00177904,0.002473296,0.002233916,0.04379354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582133,"about_ca_system_score_gemma":0.001495024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286438,"about_ca_topic_score_gemma":0.01456085,"domain_scores_codex":[0.9978318,0.0004242886,0.0001452726,0.0005144927,0.0008485136,0.0002357849],"domain_scores_gemma":[0.9943897,0.002521953,0.0005079894,0.001528203,0.0008049445,0.0002473321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00024543,0.00004485852,0.003436953,0.0009258981,0.0001038755,0.00005683631,0.00006818653,0.007396717,0.0004587952,0.003586683,0.9772229,0.006452921],"study_design_scores_gemma":[0.0005377675,0.00005208998,0.01124707,0.0004551924,0.00007797628,0.0001335996,0.0001173901,0.01150348,0.003488581,0.01154043,0.9607177,0.0001288621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001324834,0.0001134721,0.0005711921,0.0001154331,0.00004360571,0.00001290546,0.9930083,0.002508336,0.002302088],"genre_scores_gemma":[0.003848196,0.0000669263,0.001113573,0.0000612942,0.00001655222,0.00009373028,0.9933617,0.0008841196,0.0005539564],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03996817,"threshold_uncertainty_score":0.1337068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297875600632184,"score_gpt":0.2662003754455868,"score_spread":0.2332216194392649,"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."}}