{"id":"W4388264823","doi":"10.1145/3630614.3630616","title":"The Dirty Secret of SSDs: Embodied Carbon","year":2023,"lang":"en","type":"article","venue":"ACM SIGEnergy Energy Informatics Review","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scalability; Computer science; Sustainability; Reuse; Greenhouse gas; Process engineering; Nanotechnology; Engineering; Waste management; Operating system; Materials science","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":[0.0007127997,0.0002547817,0.0004721433,0.0001482957,0.0001898099,0.00006104603,0.004635777,0.0001007395,0.00000357819],"category_scores_gemma":[0.001137033,0.0001670224,0.0001342939,0.001877127,0.0001789133,0.0005584504,0.002641868,0.0001488333,0.00002826888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000533571,"about_ca_system_score_gemma":0.0001056572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005209701,"about_ca_topic_score_gemma":0.00004041035,"domain_scores_codex":[0.9976791,0.00007100254,0.00104826,0.0001866783,0.0005297451,0.0004851913],"domain_scores_gemma":[0.9952775,0.0005198559,0.0006192811,0.003360309,0.0001489971,0.00007411702],"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":[0.000001463041,0.00001103512,0.000009480328,0.0006291161,0.0000611077,0.000007975096,0.0001544174,0.0009897518,0.00006535929,0.4848103,0.008705049,0.504555],"study_design_scores_gemma":[0.0001538854,0.00007440903,0.00001495355,0.000826996,0.00002716614,0.0000178285,0.0001169445,0.02594808,0.00515576,0.03273819,0.9345349,0.0003908632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.002301978,0.304165,0.5945863,0.01211934,0.002796733,0.001260457,0.0001040378,0.007901438,0.07476471],"genre_scores_gemma":[0.02574732,0.9005314,0.06943872,0.002808714,0.00007070835,0.0003350661,0.0001628091,0.00004801153,0.0008572502],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9258299,"threshold_uncertainty_score":0.8614505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349750933761285,"score_gpt":0.2706835783539496,"score_spread":0.2471860690163368,"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."}}