{"id":"W6949025115","doi":"10.5281/zenodo.10023419","title":"Uproot","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Executor; Interface (matter); Object (grammar); Code refactoring; Cache; Workload","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004490196,0.000200206,0.0001982835,0.0007258854,0.001019011,0.0007137192,0.004836268,0.0001877928,0.004721267],"category_scores_gemma":[0.0005633461,0.0002220724,0.00006177834,0.0008527618,0.0001862948,0.0001256167,0.004090765,0.0003774202,0.05855399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790009,"about_ca_system_score_gemma":0.000004738144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001973727,"about_ca_topic_score_gemma":0.000001114044,"domain_scores_codex":[0.9981964,0.0001578016,0.0001849498,0.0006401444,0.0004264246,0.000394255],"domain_scores_gemma":[0.9982467,0.0000212748,0.0001638455,0.001313037,0.0001549849,0.0001000994],"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":[9.42955e-7,0.00001938682,7.052292e-8,0.00002553568,0.00001926966,0.00002037625,0.0001306815,0.000003513703,0.00002468699,0.02002911,0.821673,0.1580534],"study_design_scores_gemma":[0.0001228005,0.00007923182,0.00001239547,0.0000785045,0.00000393031,0.00003959606,0.00001330615,0.0003975957,0.00002472107,0.0006049981,0.998392,0.0002309506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004054792,0.000181562,0.07164011,0.0009360262,0.0004837275,0.0002970883,0.00004076315,0.04018251,0.8862342],"genre_scores_gemma":[0.00178337,0.0002811941,0.02049374,0.0002153882,0.0006405744,8.846072e-8,0.0003960846,0.04316319,0.9330264],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1767189,"threshold_uncertainty_score":0.9961886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03786875527883356,"score_gpt":0.2404466140784094,"score_spread":0.2025778587995759,"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."}}