{"id":"W4205259985","doi":"10.1001/jamanetworkopen.2021.25763","title":"Data Errors in a Table","year":2021,"lang":"en","type":"erratum","venue":"JAMA Network Open","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Psychology; Computer science; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003824169,0.0004632586,0.0007391386,0.00004490828,0.0002473494,0.0004517279,0.00457658,0.0006786301,0.01824001],"category_scores_gemma":[0.0003697861,0.0004991036,0.00004909539,0.0009442094,0.0001780358,0.001295387,0.01515629,0.002337937,0.002349773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007851397,"about_ca_system_score_gemma":0.0002864684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006944628,"about_ca_topic_score_gemma":0.01995818,"domain_scores_codex":[0.9944798,0.000746775,0.0006659407,0.002195582,0.0006898933,0.001222022],"domain_scores_gemma":[0.9961823,0.0001887902,0.0003745337,0.002962971,0.000006301607,0.000285078],"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":[0.00001664514,0.0000796489,0.01589889,0.00002876188,0.00002308902,0.0002799423,0.0001038528,0.001761439,0.000002387097,0.00000708003,0.9666902,0.015108],"study_design_scores_gemma":[0.0004560516,0.00002247163,0.06497835,0.0007349857,0.00002786845,0.00001055511,0.0001200437,0.004513959,0.000001053754,0.0002034677,0.9284065,0.0005247133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001610496,0.002518832,0.0001778867,0.004277287,0.008992602,0.002442898,0.0004927472,0.00004727043,0.97944],"genre_scores_gemma":[0.004260025,0.01030633,0.01012261,0.01866076,0.005823013,0.0004997248,0.0178096,0.0004046122,0.9321133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04907945,"threshold_uncertainty_score":0.9999637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05336527335063847,"score_gpt":0.3142678627582778,"score_spread":0.2609025894076393,"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."}}