{"id":"W4232244838","doi":"10.1007/978-1-4842-4069-4_12","title":"AppRun DevTools","year":2019,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000614008,0.00147389,0.0004918649,0.00150924,0.000522234,0.002303296,0.00234053,0.001093035,0.2318157],"category_scores_gemma":[0.00366065,0.001157232,0.0007193708,0.0009295554,0.0003250765,0.002534084,0.001988335,0.002636113,0.1558943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006616529,"about_ca_system_score_gemma":0.000643153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412867,"about_ca_topic_score_gemma":0.002805292,"domain_scores_codex":[0.9995022,0.00005560722,0.00002896037,0.00009113736,0.0002779475,0.00004414063],"domain_scores_gemma":[0.9986838,0.000577465,0.0000418513,0.0002243114,0.0003852187,0.0000872762],"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":[0.00006303777,0.00005131185,0.0003104927,0.0005612246,0.00001488571,0.00024039,0.0002698598,0.0009073549,0.003394441,0.02408659,0.6826627,0.2874378],"study_design_scores_gemma":[0.00001368922,0.00001363805,0.000226278,0.0001045599,0.000006280133,0.000269718,0.00002070104,0.0009902945,0.002628372,0.005297514,0.990408,0.00002091149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.002857253,0.00219036,0.2712722,0.001057606,0.001508678,0.000461978,0.0131034,0.2331159,0.4744327],"genre_scores_gemma":[0.01752733,0.002924667,0.106686,0.002408789,0.0005320605,0.0008532991,0.02531127,0.1159412,0.7278154],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2318157,"threshold_uncertainty_score":0.7755006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811836861101058,"score_gpt":0.2132751676426092,"score_spread":0.1951567990315987,"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."}}