{"id":"W634777727","doi":"","title":"2001 Annual report : Conference on Electrical Insulation and Dielectric Phenomena, October 14-17, 2001, Four Points Hotel, Kitchener, ON, Canada","year":2001,"lang":"en","type":"book","venue":"IEEE Operations Center eBooks","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.000146971,0.0005719967,0.0004543525,0.000356483,0.0002163044,0.0001528189,0.0001765455,0.0003498356,0.0001170801],"category_scores_gemma":[0.00003997867,0.0005971137,0.00007619285,0.0001136747,0.00003969941,0.0001442445,0.00001366744,0.0006963798,0.00002278539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009488066,"about_ca_system_score_gemma":0.0009477394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004322404,"about_ca_topic_score_gemma":0.05818542,"domain_scores_codex":[0.9975227,0.00004001042,0.0007080648,0.0005644551,0.0005212543,0.0006435166],"domain_scores_gemma":[0.9988233,0.00008785223,0.00008509694,0.0004352451,0.0002881068,0.0002803483],"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":[0.0001971136,0.0004981172,0.0006457065,0.0002016753,0.0008719975,0.001240122,0.0008712171,0.03487235,0.00118525,0.007305057,0.9192689,0.03284246],"study_design_scores_gemma":[0.003119153,0.0007508534,0.003601643,0.0007141808,0.0002895,0.0004271536,0.0000141519,0.1555465,0.0009284401,0.001298555,0.8306009,0.002708972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01006686,0.0002027445,0.009581452,0.0002570319,0.002017616,0.001508992,0.0009370982,0.0002514795,0.9751768],"genre_scores_gemma":[0.3728701,0.001409265,0.0005263081,0.001782849,0.001594696,0.0002065924,0.002670661,0.0003583939,0.6185811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3628033,"threshold_uncertainty_score":0.999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736157466016545,"score_gpt":0.2169685748752055,"score_spread":0.19960700021504,"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."}}