{"id":"W2766916843","doi":"10.1145/3110214","title":"Blazes","year":2017,"lang":"en","type":"article","venue":"ACM Transactions on Database Systems","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Computer science; Debugging; Consistency (knowledge bases); Scalability; Distributed computing; Programming language; Database; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001252693,0.001097084,0.0005866899,0.001251886,0.00121197,0.003239119,0.002169505,0.001178945,0.126576],"category_scores_gemma":[0.003894606,0.0007226714,0.0007934598,0.0008883757,0.0008143197,0.004817856,0.003395005,0.002078132,0.07684606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193685,"about_ca_system_score_gemma":0.001879151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654299,"about_ca_topic_score_gemma":0.006614449,"domain_scores_codex":[0.998725,0.0001577023,0.00008425568,0.0002863727,0.000585271,0.0001613791],"domain_scores_gemma":[0.9982772,0.0002846111,0.0001071403,0.0006670548,0.000534786,0.0001293042],"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":[0.0008645735,0.0001999682,0.003359259,0.0008792671,0.00008109592,0.0003465731,0.0008728915,0.004466765,0.01814054,0.1676185,0.4445945,0.358576],"study_design_scores_gemma":[0.00005149277,0.00005396195,0.0007398321,0.00009507358,0.00002417401,0.0002393984,0.0001165642,0.007549614,0.009382621,0.02150631,0.9602034,0.00003758546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0181041,0.001986402,0.3983406,0.004140202,0.001720025,0.0006793982,0.01843169,0.2199671,0.3366305],"genre_scores_gemma":[0.1388855,0.002314582,0.2682436,0.003666,0.0005123036,0.0007615981,0.04406777,0.0471832,0.4943657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.126576,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03784811562260383,"score_gpt":0.288350591027029,"score_spread":0.2505024754044252,"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."}}