{"id":"W4247063686","doi":"10.1145/2499369.2465563","title":"FTL <sup>2</sup>","year":2013,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Flash file system; Cache; Garbage collection; Operating system; Overhead (engineering); Flash memory; NAND gate; Parallel computing; Flash (photography); Flash memory emulator; Embedded system; Garbage; Computer memory; Programming language; Algorithm; Logic gate","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001036569,0.0001799799,0.0001740262,0.0001255338,0.000124995,0.0002691764,0.003944657,0.00009751092,0.0001225241],"category_scores_gemma":[0.0007419626,0.0001522686,0.00003606659,0.0003522214,0.0001137462,0.002200316,0.001546065,0.0001971532,0.002546131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002943956,"about_ca_system_score_gemma":0.00002297495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019526,"about_ca_topic_score_gemma":0.000007213397,"domain_scores_codex":[0.9986353,0.00002943458,0.0001984067,0.0004686979,0.0002586447,0.0004095252],"domain_scores_gemma":[0.9972178,0.00040353,0.0001037285,0.002130953,0.00006355374,0.00008048138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008868863,0.0002001741,0.007965834,0.00009216561,0.00009809554,0.0002152428,0.002778883,0.006118585,0.003104639,0.1563663,0.1138471,0.7092041],"study_design_scores_gemma":[0.001774581,0.0008071713,0.01990082,0.0001627541,0.00005352689,0.000152218,0.002556989,0.2792619,0.02750183,0.411501,0.2532479,0.003079299],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5376275,0.001089675,0.4277309,0.01468835,0.0006825002,0.0009192795,0.00003933482,0.006355936,0.01086652],"genre_scores_gemma":[0.7227668,0.00001572724,0.276275,0.0005488323,0.00005707987,0.00003698692,0.000009110759,0.00001122618,0.0002791921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7061248,"threshold_uncertainty_score":0.9982305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028831787280234,"score_gpt":0.2475621302518521,"score_spread":0.2272738123790498,"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."}}