{"id":"W1638356594","doi":"","title":"A survey of trace exploration tools and techniques","year":2004,"lang":"en","type":"article","venue":"Conference of the Centre for Advanced Studies on Collaborative Research","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"TRACE (psycholinguistics); Computer science; Reuse; Visualization; Terminology; Context (archaeology); Data science; Data visualization; Software engineering; Data mining; Engineering","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":[0.005691854,0.002433571,0.002302386,0.01322037,0.001356931,0.004646049,0.004861596,0.001905671,0.004977596],"category_scores_gemma":[0.02067657,0.001768423,0.00232358,0.01287666,0.001338031,0.007496919,0.002293596,0.002518042,0.002678734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147345,"about_ca_system_score_gemma":0.002907871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00424084,"about_ca_topic_score_gemma":0.002617949,"domain_scores_codex":[0.9930993,0.001295358,0.0007386674,0.001016733,0.003532233,0.0003178086],"domain_scores_gemma":[0.9780271,0.0130976,0.001440886,0.003114455,0.00387707,0.000442848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001665443,0.0001535274,0.002830977,0.003347328,0.0001405631,0.0002483627,0.001162302,0.005717362,0.004701626,0.0204912,0.009514249,0.9515258],"study_design_scores_gemma":[0.0001928634,0.0006590039,0.008851227,0.008114635,0.0007440062,0.006246695,0.002992596,0.1282803,0.04146757,0.1295086,0.672229,0.0007134872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.004596635,0.02951957,0.9416158,0.0008992318,0.0001913316,0.0003013948,0.0008999585,0.01545018,0.006526011],"genre_scores_gemma":[0.05861443,0.06181363,0.8648338,0.0004453553,0.0003520343,0.0007527042,0.003018939,0.002933591,0.007235413],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01322037,"threshold_uncertainty_score":0.03010178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2042936684017483,"score_gpt":0.4226544603785651,"score_spread":0.2183607919768169,"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."}}