{"id":"W4403522210","doi":"10.55274/r0000095","title":"PR676-233801-R02 Pipeline Reliability Thresholds","year":2024,"lang":"en","type":"report","venue":"","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Reliability (semiconductor); Pipeline (software); Computer science; Reliability engineering; Environmental science; Engineering; Physics; Operating 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002747984,0.0007591246,0.0006835255,0.002311656,0.0009273735,0.00255305,0.001752847,0.001717836,0.1236486],"category_scores_gemma":[0.007709267,0.0003604906,0.0003678668,0.000913394,0.0004931001,0.001308267,0.001207095,0.0008498026,0.06653878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821832,"about_ca_system_score_gemma":0.003394205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01376746,"about_ca_topic_score_gemma":0.01514178,"domain_scores_codex":[0.9949306,0.0006594511,0.0001921926,0.0003995309,0.003356313,0.0004620282],"domain_scores_gemma":[0.9937102,0.001020895,0.0003410581,0.0005062372,0.004163736,0.0002579575],"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":[0.0008879036,0.0007285178,0.01145464,0.000895244,0.00004090792,0.0006608882,0.0002863799,0.02120664,0.0682439,0.06822584,0.3799007,0.4474684],"study_design_scores_gemma":[0.0001834574,0.001318479,0.02423444,0.0004118405,0.00003472067,0.001047371,0.000487449,0.03085959,0.07095666,0.01152703,0.8588313,0.0001076547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02377259,0.0003952106,0.04616896,0.0009513479,0.0002394399,0.001585471,0.01027257,0.006002002,0.9106124],"genre_scores_gemma":[0.3898286,0.0006845524,0.08630551,0.0006874225,0.0001244026,0.001755379,0.01855365,0.002406006,0.4996545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1236486,"threshold_uncertainty_score":0.4136457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384631685883537,"score_gpt":0.252459009697422,"score_spread":0.2386126928385867,"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."}}