{"id":"W4251494917","doi":"10.1109/tdei.2019.8858099","title":"Inside front cover","year":2019,"lang":"en","type":"paratext","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Front cover; Cover (algebra); Front (military); Environmental science; Materials science; Electrical engineering; Engineering; Mechanical engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002837184,0.0004051726,0.0008248008,0.0008801238,0.0003100778,0.0002040527,0.0001901118,0.0005084916,0.01008036],"category_scores_gemma":[0.00002098345,0.0004587884,0.0002393367,0.0005427079,0.00006416192,0.0002271344,0.000004481053,0.0006809648,0.1167928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935239,"about_ca_system_score_gemma":0.00006423934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001774704,"about_ca_topic_score_gemma":0.000003856997,"domain_scores_codex":[0.9976021,0.0000234556,0.000775424,0.000960012,0.00009664329,0.0005423675],"domain_scores_gemma":[0.9988598,0.0001616302,0.000415751,0.000367487,0.00006372476,0.0001316254],"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":[0.0002008794,0.0005333267,0.000071218,0.0001213615,0.0006468513,0.000003516153,0.000382036,0.02151514,0.00005544469,0.006735621,0.9507656,0.01896907],"study_design_scores_gemma":[0.00106148,0.0004146671,0.0002571374,0.00003675952,0.00005641545,0.000004737299,0.0000107471,0.06285273,0.0002800142,0.001596159,0.9325035,0.0009256112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001801085,0.009029862,0.2470433,0.0001728868,0.01348144,0.0008610614,0.001384854,0.00007868466,0.7261468],"genre_scores_gemma":[0.3151343,0.00757909,0.00007698105,0.0004189902,0.0001618981,0.00004457056,0.00005442078,0.00005221231,0.6764776],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3133332,"threshold_uncertainty_score":0.9997864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341314091439871,"score_gpt":0.2229876293630973,"score_spread":0.1895744884486986,"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."}}