{"id":"W4315650398","doi":"10.31219/osf.io/pcwgq","title":"Bank soal logika arsyad","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada); WiLAN (Canada)","funders":"","keywords":"Business administration; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004062487,0.0003445735,0.0003185224,0.0006862884,0.0001234573,0.0009298608,0.0006996539,0.0002701876,0.003476585],"category_scores_gemma":[0.00007948776,0.0003214317,0.0001859966,0.0003886109,0.00004125301,0.0004552754,0.002994316,0.0003411791,0.003464019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002833941,"about_ca_system_score_gemma":0.00001709601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008455527,"about_ca_topic_score_gemma":0.0001719301,"domain_scores_codex":[0.9983461,0.000006537192,0.000391303,0.0005901454,0.0003373968,0.000328512],"domain_scores_gemma":[0.9989089,0.00002148255,0.0003027413,0.0005962795,0.0001609098,0.000009652244],"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":[0.00001043923,0.00005146371,0.00358805,0.0007361621,0.00007356749,0.0000223982,0.00001018348,0.001997181,0.00000360075,0.1520835,0.8367117,0.004711717],"study_design_scores_gemma":[0.0004238347,0.000007860844,0.004562542,0.0002320014,0.0002716153,2.779323e-7,0.0001369487,0.07178175,0.00006979118,0.2525834,0.6684352,0.001494766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001061659,0.0000606538,0.1271988,0.00685737,0.002872925,0.001244422,0.000006964862,0.008436566,0.8522606],"genre_scores_gemma":[0.3570079,0.001116982,0.04952829,0.03578542,0.01974175,0.001321763,0.004629863,0.0008413377,0.5300267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3559462,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05644536962456897,"score_gpt":0.2590544141849599,"score_spread":0.2026090445603909,"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."}}