{"id":"W6931509884","doi":"10.5281/zenodo.5202898","title":"kaist-plrg/jstar: Applied comments for ASE'21 Artifact Evaluation","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Artifact (error); Pattern recognition (psychology); Noise (video); Feature (linguistics)","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":[0.0007555601,0.0002711476,0.0004037854,0.000311681,0.0008988455,0.000337671,0.0004186585,0.0002106062,0.1111346],"category_scores_gemma":[0.0006158399,0.000277317,0.0001202435,0.000310739,0.0001505876,0.00004752463,0.0004545204,0.0003200793,0.004104272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237296,"about_ca_system_score_gemma":0.0000208137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000167827,"about_ca_topic_score_gemma":0.0000015778,"domain_scores_codex":[0.9977803,0.0001964089,0.0003113645,0.0005832128,0.0007282369,0.0004004384],"domain_scores_gemma":[0.9982749,0.00002389493,0.0002173773,0.0006862751,0.0005834263,0.000214115],"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":[0.0001354892,0.0001910185,0.000002359776,0.0003700081,0.00022562,0.000008711913,0.0001762569,0.000002211524,0.001507636,0.0007450062,0.9302575,0.06637821],"study_design_scores_gemma":[0.001894713,0.0001932259,0.0001105617,0.0002352238,0.000215166,0.00004295872,0.0002070614,0.0001477053,0.0005861211,0.0000744424,0.9960382,0.0002545963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002641262,0.0008690239,0.002660747,0.0009905656,0.0002087217,0.002314832,0.0006991156,0.0007263548,0.9912665],"genre_scores_gemma":[0.06209491,0.0007765144,0.003805415,0.002436977,0.002713617,0.000002905587,0.140702,0.02636592,0.7611018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2301648,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289624761454889,"score_gpt":0.3095087531743256,"score_spread":0.2466125055597767,"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."}}