{"id":"W6921047722","doi":"10.6084/m9.figshare.27345648","title":"Code and Data for BNNMSO Model","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Power (physics); Data modeling; Data model (GIS); Source code; Scheme (mathematics)","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":[0.001474543,0.0009252733,0.0007300444,0.001761555,0.0007973904,0.001598968,0.002484601,0.002138306,0.2592099],"category_scores_gemma":[0.01877904,0.0006417698,0.0007512359,0.003577628,0.0006069202,0.001294453,0.0009201505,0.002036583,0.08281525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002843901,"about_ca_system_score_gemma":0.005371142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2072842,"about_ca_topic_score_gemma":0.1721264,"domain_scores_codex":[0.9990299,0.0001948093,0.00008973881,0.0001567253,0.0003925503,0.0001362582],"domain_scores_gemma":[0.9872282,0.005688505,0.0004719655,0.001261302,0.004988297,0.0003618794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001794546,0.0000632794,0.001457826,0.0004046895,0.00002037109,0.0001226516,0.00004343107,0.0450709,0.0004254465,0.009857917,0.9322731,0.01008095],"study_design_scores_gemma":[0.0005814007,0.00005238403,0.004316728,0.0003682952,0.00002688956,0.0001485756,0.0001389054,0.1204433,0.001724482,0.02550751,0.8465735,0.0001180807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.00289823,0.0001541428,0.03251139,0.001873709,0.0008578399,0.0005498657,0.9084638,0.01084673,0.04184433],"genre_scores_gemma":[0.05697703,0.0005565147,0.05036113,0.001496961,0.0002332474,0.002305427,0.8504815,0.007336035,0.03025218],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2592099,"threshold_uncertainty_score":0.8671436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08111402362153683,"score_gpt":0.2910322686662443,"score_spread":0.2099182450447074,"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."}}