{"id":"W4242887701","doi":"10.1002/awwa.1334","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"American Water Works Association","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","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":[0.0003002695,0.0002782606,0.0005098048,0.0001451139,0.00004211504,0.0001770543,0.0002064985,0.0003409288,0.0007471355],"category_scores_gemma":[0.00003400103,0.0002327608,0.0001239994,0.0002057587,0.00002150639,0.0005756814,0.000038884,0.0004645961,0.1152951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200835,"about_ca_system_score_gemma":0.00002399945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001996522,"about_ca_topic_score_gemma":0.0000098085,"domain_scores_codex":[0.9985129,0.00006215435,0.0004522213,0.0001654033,0.0003178796,0.0004894661],"domain_scores_gemma":[0.9991744,0.00006291246,0.00025213,0.0003260915,0.0001297513,0.0000546884],"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":[0.000004365951,0.000005507191,0.00007025503,0.0001910234,0.0001228386,1.419476e-7,0.000836017,0.01580052,0.00003729151,0.000001896507,0.9699739,0.01295627],"study_design_scores_gemma":[0.000133269,0.00002524842,0.0000744974,0.0001712142,0.00002179269,4.30254e-7,0.0001360446,0.002215275,0.0003989664,0.000005668634,0.9964789,0.0003387662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008397219,0.001260253,0.04354654,0.002166137,0.08073205,0.002176803,0.0005140151,0.001216485,0.8599905],"genre_scores_gemma":[0.5850847,0.00212347,0.0002305459,0.001134418,0.001583461,0.000189533,0.00401378,0.0001435588,0.4054965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5766875,"threshold_uncertainty_score":0.9491709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002032280286335526,"score_gpt":0.1843303201796519,"score_spread":0.1822980398933164,"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."}}