{"id":"W6977351549","doi":"10.6084/m9.figshare.27345648.v1","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":[0.001474542,0.0009252733,0.0007300447,0.001761554,0.0007973907,0.001598968,0.002484605,0.002138303,0.2592098],"category_scores_gemma":[0.018779,0.0006417698,0.0007512351,0.003577628,0.0006069197,0.001294452,0.00092015,0.002036581,0.08281516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002843903,"about_ca_system_score_gemma":0.005371137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2072849,"about_ca_topic_score_gemma":0.172127,"domain_scores_codex":[0.9990299,0.0001948091,0.00008973864,0.0001567252,0.0003925496,0.0001362581],"domain_scores_gemma":[0.9872282,0.005688486,0.0004719643,0.001261299,0.00498829,0.000361879],"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":[0.0001794547,0.00006327932,0.001457828,0.0004046896,0.00002037111,0.0001226516,0.00004343106,0.04507095,0.0004254465,0.009857907,0.932273,0.01008095],"study_design_scores_gemma":[0.000581401,0.00005238408,0.00431673,0.0003682954,0.00002688962,0.0001485754,0.0001389054,0.1204432,0.001724479,0.02550746,0.8465737,0.0001180805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.002898231,0.0001541431,0.03251134,0.001873708,0.0008578387,0.0005498657,0.9084638,0.01084672,0.04184438],"genre_scores_gemma":[0.05697707,0.0005565154,0.05036108,0.00149696,0.0002332472,0.002305425,0.8504815,0.007336032,0.03025218],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2592098,"threshold_uncertainty_score":0.8671433,"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."}}