{"id":"W4413442596","doi":"10.1109/eic63069.2025.11123295","title":"Improvement in Materials for Workers on Hydro Generator Sites","year":2025,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada); Ontario Power Generation","funders":"","keywords":"Generator (circuit theory); Computer science; Electrical engineering; Engineering; Power (physics); Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001498226,0.0005236761,0.0002956153,0.001337397,0.0009391454,0.000645573,0.001225069,0.0008804963,0.02083086],"category_scores_gemma":[0.00246513,0.0002622358,0.0004442934,0.0003880173,0.0002895556,0.0006349857,0.0007363773,0.0005194083,0.004790664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332657,"about_ca_system_score_gemma":0.001197731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645082,"about_ca_topic_score_gemma":0.004630268,"domain_scores_codex":[0.99928,0.000174275,0.0000476484,0.00006677118,0.0003625223,0.00006880176],"domain_scores_gemma":[0.9978096,0.000405814,0.000358552,0.0002490683,0.0009907986,0.0001862124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006303437,0.001290584,0.01596395,0.002575239,0.00002331101,0.0007385492,0.0009205279,0.002151047,0.5043835,0.002805,0.01134512,0.4571728],"study_design_scores_gemma":[0.0001944343,0.0087446,0.1051148,0.001508564,0.0002056023,0.002187298,0.004842301,0.004020575,0.4447304,0.004377327,0.4239205,0.0001536283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7850504,0.006285669,0.1215638,0.006547285,0.001332214,0.003310414,0.001660519,0.00352129,0.07072838],"genre_scores_gemma":[0.7295362,0.003440435,0.1908334,0.001778027,0.000245121,0.0009483369,0.0009686241,0.0004749362,0.07177491],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02083086,"threshold_uncertainty_score":0.06968617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290862887739103,"score_gpt":0.255933025672098,"score_spread":0.243024396794707,"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."}}