{"id":"W6936520484","doi":"10.58066/a54k-se02","title":"British Columbia Blackout - No. 91","year":2023,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackout; Vulnerability (computing); Earth observation satellite; Disaster planning","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002201223,0.00007088859,0.0001887497,0.0001264151,0.001114408,0.0005233106,0.0004380284,0.0001098453,0.001434529],"category_scores_gemma":[0.0003940578,0.0001128576,0.00004176713,0.0006542307,0.0005593105,0.0002825496,0.000393638,0.0004352998,0.0005505739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007288726,"about_ca_system_score_gemma":0.0001293693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02724257,"about_ca_topic_score_gemma":0.001287686,"domain_scores_codex":[0.9976582,0.000340626,0.0001162744,0.0004004567,0.0008558168,0.0006286156],"domain_scores_gemma":[0.9987296,0.0002690533,0.00004728747,0.0002116784,0.0004485638,0.0002938203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006020596,0.00005083055,0.009791479,0.0002125082,0.00001469031,0.0003350904,0.001201918,0.0001845111,0.9526384,0.0000330661,0.03430834,0.001168926],"study_design_scores_gemma":[0.002299673,0.002918576,0.2312264,0.0008111457,0.00002416643,0.0001418545,0.0107782,0.006480697,0.01527312,0.0006918156,0.7283016,0.001052804],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990384,0.0000700758,0.00003223402,0.00005296977,0.0005640939,0.0001294497,0.000005329578,0.0002141853,0.008547618],"genre_scores_gemma":[0.9176807,0.0002634976,0.0002768215,0.000001312884,0.000239973,0.000001129967,0.000007181008,0.00001383596,0.08151554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9373653,"threshold_uncertainty_score":0.9994783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022184706788623,"score_gpt":0.2583591375942319,"score_spread":0.2381372905263457,"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."}}