{"id":"W4380885045","doi":"10.1109/globconet56651.2023.10149910","title":"Keynote Speakers","year":2023,"lang":"en","type":"article","venue":"","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Speech recognition","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003775823,0.00004502331,0.00003939151,0.00006994304,0.00001334559,0.0000112482,0.00003731722,0.00003282163,0.0001430044],"category_scores_gemma":[0.000005835413,0.00004070761,0.00001397294,0.0003084118,0.000003886199,0.00004649704,0.000004118538,0.00003129198,0.00183982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002221311,"about_ca_system_score_gemma":0.000002341129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002243,"about_ca_topic_score_gemma":0.0000157245,"domain_scores_codex":[0.9997353,0.000003459219,0.0000656484,0.00004464191,0.00004753242,0.0001034056],"domain_scores_gemma":[0.9998803,0.000006925764,0.000002964762,0.00007809961,0.00001236583,0.00001940216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.930319e-7,3.993814e-7,0.00002958268,0.000005426354,0.000008047085,0.000002757979,0.00004876031,0.9596704,0.001133908,0.001995536,0.03647253,0.0006323606],"study_design_scores_gemma":[0.00006365924,0.000002856264,0.0002560262,0.000006416266,0.000001428863,0.000001553904,0.00007344829,0.9683719,0.005713301,0.00005729039,0.02537245,0.00007962587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06003819,0.00002270179,0.06619416,0.00009201971,0.001329926,0.00007497197,0.000002051578,0.006661863,0.8655841],"genre_scores_gemma":[0.9871198,0.00001902364,0.0009173698,0.00002059722,0.00005671883,0.00000654642,0.00002080333,0.00002587646,0.01181325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9270816,"threshold_uncertainty_score":0.9989374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005148276562144396,"score_gpt":0.1701482410181555,"score_spread":0.1649999644560111,"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."}}