{"id":"W1516200681","doi":"10.1002/9780470496251.app1","title":"Appendix A: Measurement of Insulator Contamination Level","year":2009,"lang":"en","type":"other","venue":"","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada); Université du Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Appendix; Contamination; Computer science; Geology; Biology; Paleontology; Ecology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001015032,0.0001618576,0.0001844515,0.00004072251,0.00002592723,0.00000387058,0.000165975,0.0001440573,0.07146529],"category_scores_gemma":[0.000008502219,0.000132827,0.00006091627,0.00006343508,0.00009958837,0.00002613988,0.00009867812,0.0000700359,0.002293346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951069,"about_ca_system_score_gemma":0.000004853621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002198135,"about_ca_topic_score_gemma":0.0006395136,"domain_scores_codex":[0.9989129,0.00001596009,0.0001744201,0.0002012226,0.0005349598,0.0001605234],"domain_scores_gemma":[0.9995306,0.000003543915,0.0001380218,0.0002456469,0.000001410325,0.00008077888],"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":[0.000001661119,0.0001066914,0.001232314,0.000009959005,0.00001224107,6.154874e-7,0.00002689184,0.00001380049,0.00472113,0.0001022085,0.9831751,0.01059741],"study_design_scores_gemma":[0.0002118284,0.00005309333,0.04469012,0.00006977647,0.00001942572,0.000001107634,0.00002994283,0.00001609927,0.00191673,0.00005579532,0.9527414,0.0001946604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003753456,0.0001110841,0.0004291177,0.00009599677,0.00006405834,0.0002264565,0.0000320871,0.00004309407,0.9986228],"genre_scores_gemma":[0.04558077,0.000122888,0.001103161,0.0002315526,0.00005014355,0.000006060683,0.00003091848,0.0001120793,0.9527624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06917194,"threshold_uncertainty_score":0.9984835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653167971601217,"score_gpt":0.2297344116496141,"score_spread":0.2032027319336019,"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."}}