{"id":"W7098562300","doi":"","title":"The CCGES Transatlantic Energy Conference","year":2005,"lang":"en","type":"article","venue":"","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Electricity market; Electricity; Constraint (computer-aided design); Process (computing); Politics; Electricity retailing; Energy market","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001167602,0.0006510811,0.0003154838,0.0007958399,0.001315083,0.003944378,0.000770838,0.002755348,0.2017288],"category_scores_gemma":[0.001080809,0.0001749848,0.0005348359,0.0007260881,0.0007642337,0.001295333,0.001716482,0.00159688,0.08344369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216625,"about_ca_system_score_gemma":0.0030699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201711,"about_ca_topic_score_gemma":0.03186566,"domain_scores_codex":[0.9994267,0.0000767848,0.00001625245,0.00007623529,0.0003162003,0.00008792278],"domain_scores_gemma":[0.9994109,0.00004911019,0.00001302367,0.00008646069,0.0003211403,0.0001193605],"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":[0.0001126749,0.00007307179,0.0006320469,0.0000870187,0.00001716986,0.0001948081,0.00007137921,0.0004909564,0.0008899613,0.02749406,0.9041838,0.06575309],"study_design_scores_gemma":[0.000002705833,0.000007129451,0.0002349524,0.00002880203,0.000001855444,0.00002155211,0.00002681858,0.00009106458,0.0001377919,0.0009093172,0.9985355,0.000002444353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003522287,0.005738737,0.001696571,0.02543272,0.01645401,0.00005151913,0.0009575377,0.0003377732,0.9458088],"genre_scores_gemma":[0.009392886,0.001608651,0.0006797407,0.001222785,0.0006535709,0.00001972952,0.0005003783,0.0001177548,0.9858045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2017288,"threshold_uncertainty_score":0.6748499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642916522214976,"score_gpt":0.2186043954708408,"score_spread":0.202175230248691,"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."}}