{"id":"W7132886818","doi":"","title":"Examining Solid State Drives as Part of Modern Storage Stacks and Large-Scale Enterprise Storage Systems","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reliability (semiconductor); Computer data storage; Key (lock); State (computer science); Stack (abstract data type); Field (mathematics); Solid-state; File system","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009069805,0.001286592,0.001740034,0.0009348275,0.0003943579,0.0008490265,0.002256378,0.0007108947,0.00004493782],"category_scores_gemma":[0.0003172512,0.001361057,0.0001922136,0.001007448,0.0004629342,0.001577725,0.002056384,0.001554265,0.0001244142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244837,"about_ca_system_score_gemma":0.0004723161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001553908,"about_ca_topic_score_gemma":0.0001694209,"domain_scores_codex":[0.9930249,0.0003058156,0.001420878,0.002595994,0.001299857,0.001352521],"domain_scores_gemma":[0.9945605,0.0003920844,0.001497873,0.002776613,0.0004264961,0.0003464797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000651108,0.00100912,0.0006904187,0.01318256,0.001498567,0.002940815,0.7856849,0.05324878,0.03333955,0.006260768,0.003941713,0.09755173],"study_design_scores_gemma":[0.001637871,0.001921679,0.0003926773,0.008694195,0.0004982112,0.0001588287,0.1588584,0.789726,0.01119268,0.0058976,0.01763707,0.003384767],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4900998,0.02351209,0.4802783,0.00006042207,0.003082637,0.001033397,0.0004248642,0.0008161835,0.0006923554],"genre_scores_gemma":[0.9642293,0.003964199,0.008629586,0.00002870707,0.0001326889,0.0001876835,0.0003613198,0.0002166392,0.0222499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7364773,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098721058390443,"score_gpt":0.3136515915812499,"score_spread":0.2926643809973455,"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."}}