{"id":"W4392248648","doi":"10.1109/icce59016.2024.10444147","title":"ICCE 2024 Keynotes","year":2024,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; InteraXon (Canada)","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004966214,0.001540352,0.001202649,0.004135511,0.003421099,0.01095144,0.00267634,0.01115488,0.4635019],"category_scores_gemma":[0.02037508,0.0005760273,0.001531151,0.002194618,0.0009335598,0.00382931,0.004065982,0.00760112,0.3325467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004446437,"about_ca_system_score_gemma":0.005672051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007387197,"about_ca_topic_score_gemma":0.01526049,"domain_scores_codex":[0.9942789,0.0005951982,0.000248479,0.000754295,0.003026863,0.00109636],"domain_scores_gemma":[0.9853595,0.001653841,0.0004606025,0.001423635,0.007887841,0.003214581],"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":[0.00003651563,0.00001421733,0.00002720742,0.00003987776,0.000002382858,0.00003032441,0.000005252023,0.00003687896,0.0000771242,0.003276339,0.9901605,0.006293413],"study_design_scores_gemma":[0.00001514028,0.0000155144,0.0002135049,0.00009133838,0.000003907344,0.00003111921,0.00002233152,0.00007834022,0.0001419634,0.002117253,0.9972594,0.00001025047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006716968,0.005484732,0.002553275,0.06459054,0.3274064,0.0004059507,0.006708669,0.001256352,0.5909223],"genre_scores_gemma":[0.004632255,0.001404942,0.001027334,0.01273225,0.03866639,0.0002533407,0.003108809,0.0007433863,0.9374313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4635019,"threshold_uncertainty_score":0.7652494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643858640350518,"score_gpt":0.2109320279866319,"score_spread":0.1644934415831267,"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."}}