{"id":"W4362489898","doi":"10.1145/3578245.3584940","title":"ICPE'23 AIPerf Workshop Chairs' Welcome","year":2023,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005592806,0.0001298605,0.0001672654,0.0001585994,0.0001536436,0.0001075076,0.0008673374,0.00009164726,0.00007677108],"category_scores_gemma":[0.00005763342,0.00009411279,0.00009001461,0.001418276,0.00003738788,0.0004466556,0.0003830688,0.0001257676,0.007182383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003269317,"about_ca_system_score_gemma":0.00004837224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003148476,"about_ca_topic_score_gemma":0.0000135803,"domain_scores_codex":[0.9986281,0.00003663687,0.0002337108,0.0004011199,0.0003076617,0.0003927106],"domain_scores_gemma":[0.9987578,0.0001446733,0.00003706407,0.0008948172,0.00005878931,0.0001068767],"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":[0.00002720393,0.0003076076,0.1402446,0.0004359227,0.0001300847,0.0001660641,0.007832495,0.002292246,0.0005342335,0.08937803,0.4089878,0.3496637],"study_design_scores_gemma":[0.001865054,0.0002734476,0.2047397,0.0002253301,0.00001402063,0.0001026929,0.0008765222,0.3699796,0.003908822,0.009982973,0.4061775,0.001854325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.508508,0.0002243586,0.3920775,0.01881343,0.01048892,0.0009011185,0.000003530791,0.01151296,0.05747015],"genre_scores_gemma":[0.9836689,0.00006053999,0.003388429,0.0004488127,0.0002357815,0.00003711189,0.000003911935,0.0000105546,0.01214592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751609,"threshold_uncertainty_score":0.9935907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099958471453372,"score_gpt":0.2632090012457743,"score_spread":0.2422094165312406,"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."}}