{"id":"W6888512218","doi":"10.21227/rjv0-hj78","title":"INDUSTRIAL_DATASETS","year":2025,"lang":"en","type":"dataset","venue":"IEEE DataPort","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power network; Electricity; Key (lock); Power (physics); Data collection","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009861436,0.000914224,0.001090112,0.0008660397,0.0001719217,0.0002267659,0.003620059,0.001314362,0.003055753],"category_scores_gemma":[0.0008822095,0.0009403576,0.0001959672,0.001152685,0.0002018875,0.0004576206,0.0009375576,0.002014107,0.02147645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002809204,"about_ca_system_score_gemma":0.001482304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003268583,"about_ca_topic_score_gemma":0.0007096007,"domain_scores_codex":[0.9952726,0.0001927489,0.001067049,0.00149362,0.001105125,0.0008688591],"domain_scores_gemma":[0.9918482,0.0001693621,0.0006773684,0.006841998,0.0001305384,0.0003325758],"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":[0.0000700042,0.0001978567,0.000003710396,0.0001439671,0.00025533,0.0006620319,6.712616e-7,0.000002068101,0.00002036728,0.000003255156,0.998356,0.0002847523],"study_design_scores_gemma":[0.0006686401,0.00003483767,0.000007539774,0.0002849817,0.0006301868,0.00003862509,0.000003011051,9.070775e-7,0.0001145887,0.00001182972,0.9973591,0.0008457463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00000190655,0.00008189434,0.000003517534,0.00003634835,0.005334818,0.0007756694,0.9930979,0.0002286676,0.00043929],"genre_scores_gemma":[2.911188e-7,0.0001177811,0.00003780613,0.0006691937,0.001545525,0.0001200513,0.996363,0.00005662668,0.001089744],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01842069,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04188195857239874,"score_gpt":0.3362141109122054,"score_spread":0.2943321523398066,"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."}}