{"id":"W4206393946","doi":"10.1109/fuzz45933.2021.9494473","title":"Program Details","year":2021,"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":"","funders":"Wyższa Szkoła Informatyki i Zarzadzania z siedziba w Rzeszowie; Universidad de Córdoba; Universidad de Granada; University of Alberta; Universidad de Málaga","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003340526,0.0009713961,0.0009225559,0.003667083,0.001809117,0.003274028,0.002195983,0.001041169,0.8866099],"category_scores_gemma":[0.01276147,0.000589133,0.0007351118,0.002330379,0.00035966,0.001577794,0.003168471,0.001877056,0.7660419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703442,"about_ca_system_score_gemma":0.006468287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005898635,"about_ca_topic_score_gemma":0.01625462,"domain_scores_codex":[0.9985617,0.0003264302,0.00004848704,0.0002365862,0.0005975619,0.0002293335],"domain_scores_gemma":[0.9928161,0.001319089,0.0001979477,0.000955182,0.002521872,0.002189784],"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":[0.000103332,0.00009760675,0.0004466166,0.0001478964,0.00000432059,0.000006325433,0.000037709,0.0001060903,0.0001577952,0.00203449,0.9529353,0.04392241],"study_design_scores_gemma":[0.00005928008,0.00003516834,0.0006447781,0.0001029451,0.000007514863,0.0000105248,0.00007169368,0.0001552151,0.0002767798,0.00243505,0.9961927,0.000008391867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0020751,0.0005922146,0.01467713,0.005403379,0.002431626,0.004215129,0.3019344,0.01467298,0.653998],"genre_scores_gemma":[0.005094286,0.0007811703,0.01383852,0.004402747,0.0004615474,0.008394676,0.1173592,0.00572894,0.8439389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1133901,"threshold_uncertainty_score":0.1617371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05628641570672682,"score_gpt":0.2221224343495941,"score_spread":0.1658360186428673,"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."}}