{"id":"W4234794662","doi":"10.21468/scipost.report.1407","title":"Report on scipost_201910_00011v3","year":2019,"lang":"en","type":"peer-review","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"National Natural Science Foundation of China","keywords":"Computer science","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001292672,0.0006435608,0.000787197,0.002728753,0.002066258,0.006135062,0.001465289,0.001941938,0.9400671],"category_scores_gemma":[0.00873033,0.0003079004,0.0005114517,0.003851968,0.0006249404,0.002040664,0.003342591,0.001821646,0.9091321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425162,"about_ca_system_score_gemma":0.002580689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441199,"about_ca_topic_score_gemma":0.006050389,"domain_scores_codex":[0.9990564,0.00009114764,0.0000390994,0.00013733,0.000534651,0.0001414516],"domain_scores_gemma":[0.9940404,0.0005412603,0.0001995451,0.0008628821,0.00221315,0.002142626],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002473481,0.00002569083,0.00009418042,0.00005773799,0.000002759455,0.00003016903,0.00001093724,0.00003692631,0.0001143464,0.001462299,0.9684116,0.02972853],"study_design_scores_gemma":[0.000007652094,0.00001110971,0.0002895179,0.00004276906,0.000001592054,0.00001278245,0.00001711566,0.00007841634,0.0001440255,0.0005740734,0.9988168,0.000004113674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006616589,0.0004932097,0.001372656,0.01040172,0.01037201,0.0002347712,0.03546508,0.003527392,0.9374713],"genre_scores_gemma":[0.00159748,0.0002646847,0.0003253557,0.0005235996,0.0008934787,0.00006613944,0.008542884,0.0007399714,0.9870466],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9987074,"threshold_uncertainty_score":0.08548701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1731064527009394,"score_gpt":0.4380009526294857,"score_spread":0.2648944999285463,"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."}}