{"id":"W7027816784","doi":"","title":"ECS Electrical Attends Electricity Transformation Canada","year":2024,"lang":"en","type":"other","venue":"","topic":"Renewable Energy and Sustainability","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Electricity; Mains electricity; Electricity retailing; Transformation (genetics); Government (linguistics); Electric power industry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001151257,0.0003160535,0.0003482175,0.0002207884,0.00003720002,0.00003739853,0.0002045563,0.0004438408,0.007183167],"category_scores_gemma":[0.00003485003,0.0002600481,0.0001199292,0.0005662751,0.00002202013,0.00003702482,0.00001591231,0.0003644279,0.000141631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006983741,"about_ca_system_score_gemma":0.001014742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9630892,"about_ca_topic_score_gemma":0.9827117,"domain_scores_codex":[0.9984113,0.00007823485,0.000286684,0.0003898111,0.000365622,0.0004683613],"domain_scores_gemma":[0.9994233,0.00003213079,0.00005185241,0.0003376032,0.0000372869,0.000117884],"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":[0.000009796712,0.00001995716,0.000006567189,0.0001425118,0.00009423039,0.00003024174,0.00001371227,0.0003485042,0.000006543607,0.07682905,0.9126751,0.009823797],"study_design_scores_gemma":[0.000108626,0.0000258655,0.00001024925,0.00001701596,0.00004377211,0.000006249934,0.00001884073,0.0009715527,0.0003916589,0.003003701,0.9950818,0.000320655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005780826,0.001352509,0.0006433867,0.0003749538,0.0004572859,0.0001330181,0.00001243055,0.0004990349,0.9964696],"genre_scores_gemma":[0.02816861,0.0001169178,0.00005054761,0.000250536,0.0003597896,0.000032314,0.00008473403,0.0003445585,0.970592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08240672,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004846503772302235,"score_gpt":0.2099978244143686,"score_spread":0.2051513206420664,"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."}}