{"id":"W3212458632","doi":"10.5281/zenodo.3871016","title":"deferred correction software","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Software; Programming language","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":[0.002331801,0.00144785,0.001099998,0.001542458,0.0007048989,0.002151659,0.003957127,0.001742825,0.08575888],"category_scores_gemma":[0.02024301,0.00115652,0.001221643,0.0009122603,0.0008054306,0.002617537,0.002479645,0.00310322,0.03742608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006162643,"about_ca_system_score_gemma":0.001454305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002080602,"about_ca_topic_score_gemma":0.002174414,"domain_scores_codex":[0.9976628,0.0004340809,0.0001914715,0.0003503476,0.001182056,0.0001792622],"domain_scores_gemma":[0.9904974,0.003477377,0.0005427981,0.002410884,0.002826287,0.0002452674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007532789,0.0001456796,0.001450888,0.001096748,0.0001861729,0.0007132446,0.0005496135,0.03446101,0.02700348,0.08002672,0.2403821,0.6132309],"study_design_scores_gemma":[0.0003321281,0.0001573606,0.001122128,0.0004309327,0.0001072777,0.001702824,0.0001059462,0.3607128,0.08336241,0.09951939,0.4521211,0.0003257263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.001051849,0.000251325,0.8984742,0.0001621554,0.0003258913,0.00006394839,0.0007274001,0.0944934,0.004449903],"genre_scores_gemma":[0.08308714,0.000656157,0.8043013,0.0007800801,0.0003254701,0.0004164643,0.003495601,0.06742962,0.03950806],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08575888,"threshold_uncertainty_score":0.2868921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506760616288969,"score_gpt":0.247271187515857,"score_spread":0.1922035813529673,"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."}}