{"id":"W4394259251","doi":"10.6084/m9.figshare.21516159","title":"dataset","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008648867,0.0002721933,0.0002984469,0.0002465229,0.0001654251,0.0004214911,0.007655277,0.000119509,0.9690511],"category_scores_gemma":[0.0006175826,0.0002733541,0.0001045276,0.0006619856,0.000003388084,0.0005136145,0.006187552,0.0005706289,0.03292937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000728973,"about_ca_system_score_gemma":0.0002078811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006067516,"about_ca_topic_score_gemma":0.00005546724,"domain_scores_codex":[0.9978201,0.0001018193,0.0002509579,0.0008056283,0.0006958319,0.0003256078],"domain_scores_gemma":[0.9954243,0.0001327867,0.0002558328,0.004021312,0.00003831945,0.0001274146],"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":[3.443882e-7,0.00002489617,1.882565e-8,0.00007659185,0.00003193231,0.0002092178,0.000001554045,0.000004630229,2.763487e-8,0.000002140676,0.9992018,0.0004468865],"study_design_scores_gemma":[0.00005537663,0.00001980261,0.000002262463,0.00010019,0.00001781783,0.00002081673,7.726195e-7,0.0001217351,0.000001053211,0.000009794012,0.9993303,0.0003200742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[5.515364e-10,0.0001675776,0.00000590624,0.00007742885,0.0001675227,0.0001199946,0.9993328,0.00006852022,0.0000602048],"genre_scores_gemma":[8.093897e-9,0.000007217039,0.0001608047,0.001436725,0.0001065865,0.0002797275,0.9978911,0.00001079323,0.0001070396],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9361217,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04408608162394288,"score_gpt":0.2860762080375273,"score_spread":0.2419901264135844,"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."}}