{"id":"W6949316400","doi":"10.5281/zenodo.13621752","title":"jvhs0706/zkllm-ccs2024: Batch update after artifact evaluation","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Artifact (error); Software; Window (computing)","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":[0.02669139,0.003044899,0.002681876,0.009820198,0.003690911,0.02017934,0.006062381,0.003955088,0.3257534],"category_scores_gemma":[0.1089061,0.002171092,0.002255462,0.006643193,0.002031375,0.006656374,0.008024347,0.004663717,0.4869868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007612026,"about_ca_system_score_gemma":0.01488776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03000564,"about_ca_topic_score_gemma":0.03500526,"domain_scores_codex":[0.9657239,0.005952994,0.0025702,0.001723027,0.02242722,0.001602567],"domain_scores_gemma":[0.8221623,0.01153636,0.00246127,0.03858666,0.1190361,0.006217267],"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":[0.0001099865,0.00002705705,0.0001335406,0.000102149,0.00001042601,0.00002940131,0.00005727933,0.0001650284,0.0006244442,0.001243892,0.9796093,0.01788753],"study_design_scores_gemma":[0.00005542229,0.00003601269,0.0003932498,0.0001027848,0.0000146219,0.00004815043,0.00004928025,0.001177087,0.002255387,0.001271554,0.9945332,0.00006331126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.002767872,0.0006786321,0.1062333,0.009206728,0.02746365,0.003516478,0.1405715,0.5116904,0.1978714],"genre_scores_gemma":[0.01261756,0.00065635,0.09218849,0.002512291,0.003128332,0.002290471,0.2786592,0.2286786,0.3792687],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3257534,"threshold_uncertainty_score":0.961731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917002374957693,"score_gpt":0.2830000325238903,"score_spread":0.2438300087743134,"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."}}