{"id":"W6904770570","doi":"10.14288/1.0446344","title":"[Time roll of operating department]","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Welding","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005533487,0.0005934524,0.0003399084,0.001946403,0.002172502,0.003279697,0.001218121,0.002042484,0.261931],"category_scores_gemma":[0.003645996,0.0005730297,0.000350002,0.00289953,0.0003417302,0.001587744,0.001035029,0.002663803,0.1702132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662028,"about_ca_system_score_gemma":0.006146254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2115713,"about_ca_topic_score_gemma":0.3567488,"domain_scores_codex":[0.9988122,0.00003983858,0.00009652709,0.0001375637,0.0006384972,0.000275467],"domain_scores_gemma":[0.9957526,0.0001606247,0.0001950541,0.0001977514,0.003388402,0.0003056776],"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":[0.00001572259,0.000006035533,0.0002096576,0.00002797053,0.000001344118,0.00001666601,0.0000250049,0.00001355718,0.0000691645,0.0005488067,0.9922395,0.006826674],"study_design_scores_gemma":[0.000003683941,0.000006213299,0.003164297,0.00001543068,0.000001678641,0.00001001902,0.00008427057,0.0000164769,0.0000640711,0.00005719187,0.9965703,0.000006483541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003466122,0.001685611,0.0007718946,0.02120752,0.02109671,0.0004612482,0.08798873,0.002788982,0.8605332],"genre_scores_gemma":[0.007579273,0.0006700367,0.0002987555,0.003858234,0.0009152623,0.0001126715,0.01656306,0.0003886424,0.9696141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.261931,"threshold_uncertainty_score":0.8762466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008172867012133378,"score_gpt":0.2218323548870802,"score_spread":0.2136594878749468,"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."}}