{"id":"W4401357837","doi":"10.1109/tsg.2024.3439402","title":"P2P Trade With Prosumers’ Actual Approximate Utility Functions Within Near-Potential Games Framework","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Smart Grid","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mathematical optimization; Computer science; Mathematical economics; Microeconomics; Economics; Mathematics","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":[0.003100611,0.001656255,0.001583634,0.0007842899,0.000724114,0.002510816,0.002393537,0.001951882,0.003669054],"category_scores_gemma":[0.008976253,0.0007855836,0.001077173,0.0009119505,0.002129355,0.004277487,0.002209647,0.002382182,0.0003733928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002142166,"about_ca_system_score_gemma":0.001793749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005131316,"about_ca_topic_score_gemma":0.003912275,"domain_scores_codex":[0.9979444,0.001031694,0.00007190528,0.000376735,0.0003691821,0.0002060955],"domain_scores_gemma":[0.9964875,0.002425657,0.0003641525,0.0001825996,0.0002954153,0.0002447557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004532846,0.00004267407,0.0004069598,0.00005463585,0.00002674782,0.0001727441,0.00008628064,0.8733234,0.0004243718,0.118499,0.000571892,0.006345883],"study_design_scores_gemma":[0.000005670201,0.00001748835,0.00005054551,0.000005457182,0.000004826061,0.00002325465,0.00001453879,0.9616173,0.00005882757,0.03791346,0.0002822137,0.000006479952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01913945,0.0001667565,0.9737345,0.0004856286,0.00002862015,0.00008696591,0.00009425074,0.00005880386,0.006205026],"genre_scores_gemma":[0.8926117,0.0004242516,0.09948239,0.0002184205,0.00005287509,0.0002873093,0.000102008,0.0000469101,0.006773995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005131316,"threshold_uncertainty_score":0.01639777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535507976969211,"score_gpt":0.2015843943364446,"score_spread":0.1862293145667525,"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."}}