{"id":"W7034136045","doi":"","title":"A System for Debugging Heterogeneous Distributed Applications","year":2005,"lang":"en","type":"other","venue":"NPARC","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debugging; Software; Key (lock); Scheme (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006422973,0.002162465,0.001422773,0.00278773,0.001330207,0.002394457,0.003596294,0.001730976,0.01884949],"category_scores_gemma":[0.01639394,0.002043611,0.001030176,0.001516432,0.001069412,0.006188953,0.003572211,0.00263366,0.006518095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009088395,"about_ca_system_score_gemma":0.001828199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004348286,"about_ca_topic_score_gemma":0.003915326,"domain_scores_codex":[0.9959795,0.001252024,0.0005348476,0.0009872,0.001054793,0.0001914781],"domain_scores_gemma":[0.9836752,0.006975138,0.0006921276,0.005592438,0.001987921,0.001077181],"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":[0.004894686,0.001104622,0.01446122,0.001189051,0.0007286866,0.001420621,0.001508765,0.02247203,0.04193284,0.01898298,0.2268351,0.6644694],"study_design_scores_gemma":[0.002619256,0.001035809,0.007415589,0.0003138917,0.0008128399,0.001302688,0.0003105453,0.6559531,0.09322459,0.02490205,0.2117091,0.0004005378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01478878,0.0002984569,0.5221955,0.0002651595,0.0002998005,0.0005143748,0.001711801,0.4536481,0.006278138],"genre_scores_gemma":[0.2297932,0.0005388187,0.683454,0.0005800223,0.000252505,0.0009316729,0.0117363,0.04475607,0.0279574],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01884949,"threshold_uncertainty_score":0.06305784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023324225885304,"score_gpt":0.2976113326508568,"score_spread":0.2773780903920037,"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."}}