{"id":"W4312896340","doi":"10.1109/pesgm48719.2022.9917208","title":"How much should transmission facility owners be compensated for wildfire mitigation?","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Power & Energy Society General Meeting (PESGM)","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BAH Enterprises (Canada)","funders":"","keywords":"Transmission (telecommunications); Computer science; Business; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008747591,0.0003741093,0.0003690168,0.00004406904,0.001832108,0.00008450227,0.0005405672,0.0002147063,0.002754198],"category_scores_gemma":[0.00007876984,0.0003696823,0.0005789911,0.0005390414,0.0003560594,0.0002223731,0.0002023046,0.0004292067,0.00001733908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375802,"about_ca_system_score_gemma":0.00006265497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00097399,"about_ca_topic_score_gemma":0.0004121481,"domain_scores_codex":[0.996816,0.0004474774,0.0004569066,0.0008721981,0.0007667724,0.0006406697],"domain_scores_gemma":[0.9988356,0.0001746287,0.0002501224,0.0004799804,0.00003633018,0.0002233063],"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":[0.0001145133,0.0003156547,0.01373772,0.00002377979,0.0002693665,0.000003355324,0.00456615,0.03041768,0.2593893,0.0002303179,0.68635,0.004582045],"study_design_scores_gemma":[0.0008659153,0.00008477241,0.001087411,0.000007451108,0.0001044218,0.00001031145,0.001941175,0.009541767,0.007563789,0.000496434,0.9776936,0.0006029395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475499,0.0002518893,0.01455436,0.03533005,0.0006959942,0.0003001311,0.000189096,0.0002464102,0.0008821459],"genre_scores_gemma":[0.9315217,0.00008200912,0.01254577,0.02217544,0.0001216275,0.0003606256,0.001219706,0.00005586496,0.03191728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913435,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05947044994341988,"score_gpt":0.2790265918867208,"score_spread":0.2195561419433009,"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."}}