{"id":"W3108741386","doi":"10.1145/3417564.3417575","title":"Genetic Improvement @ ICSE 2020","year":2020,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Engineering and Physical Sciences Research Council","keywords":"Coronavirus disease 2019 (COVID-19); Face (sociological concept); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); The Internet; Personal account; Software; Computer science; Pandemic; World Wide Web; Sociology; Medicine; Art; Virology; Operating system; Social science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002103324,0.001080496,0.0003654461,0.001105347,0.0008281159,0.002601428,0.0005544799,0.001712134,0.4056877],"category_scores_gemma":[0.002627639,0.0002674499,0.0004496267,0.0009146054,0.0005132635,0.001381696,0.001295031,0.002292383,0.1911179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073088,"about_ca_system_score_gemma":0.00143661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276712,"about_ca_topic_score_gemma":0.002591814,"domain_scores_codex":[0.9991918,0.0001335927,0.0000240785,0.000136701,0.000391984,0.0001217807],"domain_scores_gemma":[0.9982358,0.0002472198,0.00008336611,0.0002736419,0.0004700199,0.0006898851],"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":[0.00009321456,0.000118879,0.0004734561,0.00008110331,0.000006907667,0.0001385393,0.00005111088,0.0002699291,0.003345797,0.01122875,0.8048637,0.1793286],"study_design_scores_gemma":[0.00001737626,0.00007372465,0.0004550996,0.00003074298,0.000002813295,0.00008962407,0.00003402574,0.0002963169,0.001213728,0.002335172,0.9954439,0.000007443213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005968052,0.004320221,0.02198404,0.03495179,0.009945582,0.0002826312,0.005543387,0.01569835,0.901306],"genre_scores_gemma":[0.0129298,0.00180718,0.01087983,0.004132639,0.0006615395,0.0001154989,0.003723306,0.00151754,0.9642327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4056877,"threshold_uncertainty_score":0.8477144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721808277170105,"score_gpt":0.221372286751285,"score_spread":0.2041542039795839,"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."}}