{"id":"W4315784007","doi":"10.21203/rs.3.rs-2459425/v1","title":"Power in the Pipeline: Gas Centrality Reduces Leader Turnover","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"Università Bocconi; Università degli Studi di Padova; Université de Lausanne; Monash University","keywords":"Centrality; Pipeline (software); Power (physics); Business; Power to gas; Petroleum engineering; Computer science; Chemistry; Engineering; Physics; Mathematics; Thermodynamics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006518591,0.0002984006,0.0005935272,0.000678693,0.0001860909,0.0004847207,0.001359476,0.0004304067,0.001324378],"category_scores_gemma":[0.0007916566,0.000253076,0.0002652991,0.0005886811,0.0001632948,0.0001166564,0.001079123,0.002502743,0.0034946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006340168,"about_ca_system_score_gemma":0.0001473382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151096,"about_ca_topic_score_gemma":0.0002933861,"domain_scores_codex":[0.9963977,0.0001692745,0.001004054,0.001039204,0.000260683,0.001129063],"domain_scores_gemma":[0.9981911,0.0004051588,0.0002510144,0.0009220854,0.00009042635,0.0001402532],"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":[0.0002494942,0.0008203638,0.2907575,0.001571994,0.0003313972,0.0003040223,0.02541646,0.001778961,0.0000139569,0.08445962,0.5880454,0.006250754],"study_design_scores_gemma":[0.0006251477,0.00005747824,0.3528276,0.0004135972,0.000002744707,0.000004355154,0.00343054,0.001218188,0.0000417521,0.1094871,0.531163,0.0007284761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226958,0.006881782,0.00002184837,0.02479327,0.001528208,0.001432731,0.0005272373,0.00007301402,0.04204619],"genre_scores_gemma":[0.9855887,0.001719913,0.00006884575,0.0002074362,0.0003499933,0.0001965345,0.0001443641,0.00005614472,0.01166809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06289295,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1810509648067828,"score_gpt":0.3638664831779064,"score_spread":0.1828155183711236,"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."}}