{"id":"W3177091093","doi":"10.1145/3448016.3452755","title":"Dendrite","year":2021,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","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":[],"consensus_categories":[],"category_scores_codex":[0.00008273641,0.00003059769,0.00004619771,0.00001065052,0.00003696508,0.00004808862,0.0001911438,0.00001992167,0.0000767157],"category_scores_gemma":[0.00001889336,0.0000228981,0.00002833649,0.0001819229,0.000006719908,0.000195719,0.0001083391,0.00002992918,0.0003766241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008301908,"about_ca_system_score_gemma":0.00004983109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005103404,"about_ca_topic_score_gemma":0.000004480797,"domain_scores_codex":[0.9995939,0.0000158032,0.00007032618,0.0001425597,0.00008901061,0.00008843723],"domain_scores_gemma":[0.9994987,0.00002186145,0.000008604547,0.0003797916,0.00006035763,0.00003070187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002123857,0.0002290991,0.161416,0.000116559,0.00004088711,0.0002610099,0.001279148,0.00007378813,0.003409505,0.4101768,0.03749897,0.3854961],"study_design_scores_gemma":[0.001112483,0.00009662563,0.1838199,0.0000688475,0.000007842984,0.0007676174,0.0001997736,0.04859095,0.1784264,0.0239884,0.562036,0.0008851173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06244356,0.0002306152,0.8795685,0.001686479,0.0009402154,0.00003566047,1.575882e-7,0.0003796414,0.05471516],"genre_scores_gemma":[0.939304,0.00001110959,0.05509926,0.0006781753,0.00004441343,0.000002940908,4.304559e-7,0.000001628346,0.004858025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8768604,"threshold_uncertainty_score":0.4840866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007026152858062251,"score_gpt":0.2164249323590914,"score_spread":0.2093987795010291,"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."}}