{"id":"W4402506185","doi":"10.5070/m7.35417","title":"MELA Business Meeting 2023","year":2024,"lang":"en","type":"article","venue":"MELA notes.","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Georgetown University; Washington University in St. Louis","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009899026,0.0009428571,0.0005436635,0.001270653,0.003762319,0.005400394,0.001134734,0.003358852,0.5127097],"category_scores_gemma":[0.002181038,0.0003659926,0.0006811101,0.0006904096,0.000395365,0.001681816,0.00198788,0.003611606,0.3743463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003655933,"about_ca_system_score_gemma":0.005271961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04119976,"about_ca_topic_score_gemma":0.1501442,"domain_scores_codex":[0.999012,0.00007388893,0.00002831043,0.0001568884,0.0004967023,0.0002321025],"domain_scores_gemma":[0.9986934,0.00006726826,0.00004262245,0.00006173577,0.000631335,0.0005036106],"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":[0.00005655268,0.00002012912,0.00008563395,0.00002226438,0.000002737998,0.00005192461,0.000009788675,0.00001551371,0.0002605959,0.001441882,0.988349,0.009683962],"study_design_scores_gemma":[0.000008514518,0.00001456695,0.0007274073,0.000024697,0.000001832996,0.00002244555,0.00002525891,0.00006069817,0.0001150042,0.0002355423,0.998758,0.000006049825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002003314,0.003920115,0.0005736116,0.02972053,0.01578875,0.0002110435,0.008010314,0.001246427,0.9385259],"genre_scores_gemma":[0.002172158,0.0003757955,0.0001607556,0.001646499,0.0006211695,0.00002616326,0.001041675,0.0001195951,0.9938362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5127097,"threshold_uncertainty_score":0.6950605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454549229434746,"score_gpt":0.2472019830893578,"score_spread":0.2026564907950104,"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."}}