{"id":"W4248093543","doi":"10.1109/botse.2019.00007","title":"BotSE 2019 Program Committee","year":2019,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002511687,0.0000831174,0.0001189905,0.00003392079,0.00004203132,0.00008959322,0.0006441891,0.00005344301,0.0001212789],"category_scores_gemma":[0.000007357589,0.00005670761,0.00005625473,0.0002259968,0.00001829648,0.0004104966,0.0001764657,0.00008254351,0.004596334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001954601,"about_ca_system_score_gemma":0.00003902006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004939469,"about_ca_topic_score_gemma":0.000002639935,"domain_scores_codex":[0.9991666,0.00002606159,0.0001494382,0.0002545203,0.0001888659,0.0002145335],"domain_scores_gemma":[0.9989806,0.0000410282,0.00003322955,0.0008335957,0.00005487237,0.00005667563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007059723,0.0003830037,0.4491656,0.0001208471,0.00002704453,0.000004517428,0.0004917792,0.0000584517,0.0001630122,0.02630839,0.08481044,0.4384598],"study_design_scores_gemma":[0.001551195,0.001003518,0.300967,0.00007292892,0.000006526641,0.00005486983,0.00007982006,0.08120648,0.002380214,0.003162787,0.6086258,0.0008888944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8116431,0.000208941,0.07117672,0.002388743,0.003318923,0.001725098,0.000001147853,0.002980251,0.106557],"genre_scores_gemma":[0.9574163,0.000005899077,0.0336099,0.0004001163,0.00004640043,0.00002566392,0.000001361447,0.000005132335,0.008489218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5238153,"threshold_uncertainty_score":0.9961787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005863746139183633,"score_gpt":0.2405593105809222,"score_spread":0.2346955644417385,"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."}}