{"id":"W2147041723","doi":"10.1145/2385603.2385608","title":"Recon","year":2012,"lang":"en","type":"article","venue":"ACM Transactions on Storage","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; File system; Versioning file system; Journaling file system; Operating system; Unix file types; Metadata; Computer file; Self-certifying File System; Device file; Checksum; Consistency (knowledge bases); Database; Stub file","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":[0.0001503608,0.0001350975,0.0001177746,0.0001708937,0.0001749563,0.00004044777,0.001267791,0.00008536783,0.00008237956],"category_scores_gemma":[0.00005653175,0.0001295969,0.00005722516,0.0004174112,0.00005410608,0.001567254,0.00003374245,0.0002675004,0.0005817988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009335486,"about_ca_system_score_gemma":0.00001524654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006345163,"about_ca_topic_score_gemma":0.000003106204,"domain_scores_codex":[0.9990441,0.00002901955,0.0001363214,0.00025804,0.0001753262,0.0003572073],"domain_scores_gemma":[0.9979333,0.000128197,0.00004686177,0.001777823,0.00002293178,0.0000909352],"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":[0.000007748367,0.0002475186,0.00004569362,0.000007283392,0.0000237848,0.00001239226,0.0004555046,0.0004748029,0.001368057,0.01804121,0.001323934,0.9779921],"study_design_scores_gemma":[0.001566692,0.0006827855,0.003293844,0.00007503082,0.00005734823,0.0003245742,0.0006425243,0.003342029,0.1167673,0.03973309,0.8314376,0.00207716],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003927807,0.0001616174,0.9914702,0.0009170008,0.0009207951,0.00006889524,0.00001395509,0.001171673,0.001348032],"genre_scores_gemma":[0.7429593,0.00003731724,0.2559571,0.0002670391,0.00003527313,0.00003466508,0.00000169473,0.00001158694,0.0006960176],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9759149,"threshold_uncertainty_score":0.7478041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381219576754611,"score_gpt":0.2745166406535252,"score_spread":0.240704444885979,"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."}}