{"id":"W4401711685","doi":"10.55274/r0000080","title":"PR-727-23700-R01 Underground Storage Failure and Near Miss Trending","year":2024,"lang":"en","type":"report","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil storage; Database; Key (lock); Engineering; Computer science; Computer security; Environmental science; Petroleum engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004204101,0.0007562683,0.0008080154,0.0002715254,0.000159751,0.0008010446,0.0002464224,0.0008753691,0.001118739],"category_scores_gemma":[0.00008788431,0.0006694575,0.0002479783,0.0003604195,0.0001517508,0.0003180413,0.0001660771,0.001306884,0.00003980206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461004,"about_ca_system_score_gemma":0.000641787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002985502,"about_ca_topic_score_gemma":0.0004282742,"domain_scores_codex":[0.9972398,0.00003910988,0.0006165999,0.0007460107,0.0006819731,0.0006765123],"domain_scores_gemma":[0.9987489,0.0001252379,0.0000696807,0.0006423229,0.0001588489,0.0002550011],"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":[0.00001384835,0.00004607717,0.0007584171,0.01481004,0.001708276,0.001154365,0.001332645,0.003427469,0.0002190724,0.005747011,0.9409126,0.02987019],"study_design_scores_gemma":[0.0001647839,0.00004903448,0.0004861273,0.0001814638,0.0002465799,0.0003539681,0.0006483843,0.002614176,0.00003137642,0.01078989,0.9835445,0.0008897638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02816303,0.01307825,0.008118656,0.001108393,0.005722277,0.0009112605,0.0001205793,0.002803604,0.939974],"genre_scores_gemma":[0.931551,0.001138199,0.002087011,0.00007559094,0.001113149,0.00004970072,0.0002237526,0.0003658297,0.06339577],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.903388,"threshold_uncertainty_score":0.9997944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069859666641279,"score_gpt":0.2409236065506324,"score_spread":0.2302250098842196,"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."}}