{"id":"W2175669106","doi":"10.1190/tle34080944.1","title":"Future of tape in seismic","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"IBM; Confusion; Reliability (semiconductor); Computer science; Engineering; Physics","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":[0.0006117126,0.00006326442,0.0001228526,0.00004433381,0.00002452423,0.00003616055,0.0008232223,0.00003429057,6.732296e-7],"category_scores_gemma":[0.00001885375,0.00004314668,0.00002806104,0.0003551945,0.00002255481,0.00008427104,0.0001157805,0.0001093835,0.0001203412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002633354,"about_ca_system_score_gemma":0.00005108267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003250411,"about_ca_topic_score_gemma":0.000005074106,"domain_scores_codex":[0.9993486,0.00009110534,0.0001466071,0.0001231167,0.0001341249,0.0001564034],"domain_scores_gemma":[0.9994445,0.00005567117,0.00006400761,0.0003614131,0.0000362893,0.00003813682],"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":[0.00003956989,0.0002564187,0.01684025,0.0001550099,0.00006396421,0.00007466583,0.06462296,0.06665508,0.001092033,0.3295972,0.3748247,0.1457781],"study_design_scores_gemma":[0.001180506,0.0001609844,0.004590698,0.0002132656,0.000007216262,0.00009012336,0.0006175503,0.3989185,0.0007743716,0.01477098,0.5782684,0.0004073711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4552305,0.002201727,0.4816404,0.007872829,0.005554453,0.0003255133,0.000004657817,0.0003143958,0.04685546],"genre_scores_gemma":[0.9982825,0.000001976373,0.000611258,0.0001408346,0.0002362507,0.000001641457,0.000001077944,0.000003440456,0.0007210045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.543052,"threshold_uncertainty_score":0.1759471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329539290434516,"score_gpt":0.2633202983258649,"score_spread":0.2303663692824133,"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."}}