{"id":"W4409502553","doi":"10.5006/c2022-17786","title":"Case Study – Sharing an AC Mitigation System","year":2022,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ATCO (Canada); Petroleum Technology Alliance Canada; Alberta Energy","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009944878,0.0004975202,0.0003433548,0.0006892785,0.001719589,0.0008783491,0.001515772,0.00159385,0.002768301],"category_scores_gemma":[0.001676321,0.0002351605,0.0004011031,0.0007623665,0.0007984762,0.001039822,0.00116225,0.0005946633,0.0003475025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615312,"about_ca_system_score_gemma":0.001546712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03026772,"about_ca_topic_score_gemma":0.03446327,"domain_scores_codex":[0.9986559,0.0005120801,0.00005198086,0.0001240734,0.000405869,0.0002500305],"domain_scores_gemma":[0.9984498,0.0005536884,0.0001277269,0.0002686713,0.000425467,0.0001746251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002630309,0.002854534,0.1102249,0.0007518579,0.0002613723,0.03831374,0.01024755,0.5973623,0.06948265,0.02062769,0.007266816,0.1399763],"study_design_scores_gemma":[0.001054678,0.008027473,0.05912124,0.0001567704,0.0003709965,0.01026558,0.0281145,0.7103752,0.120479,0.009532327,0.05224343,0.000258881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597113,0.0000429923,0.02842178,0.000219103,0.00002331002,0.0002807142,0.000147034,0.0002870123,0.01086676],"genre_scores_gemma":[0.9923035,0.00002031831,0.005778837,0.00001665761,0.000004130998,0.0000466349,0.00005280296,0.00001092783,0.001766159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03026772,"threshold_uncertainty_score":0.06018305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676326656973908,"score_gpt":0.2424228695213954,"score_spread":0.2256596029516563,"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."}}