{"id":"W4416995066","doi":"10.47989/ir27461733","title":"Editorial","year":2022,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Quarter (Canadian coin); Bibliometrics; Information science; Range (aeronautics)","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":["sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01329762,0.0000781439,0.00006490992,0.001194975,0.001330531,0.006920264,0.006509473,0.00002397494,0.0006209244],"category_scores_gemma":[0.00110681,0.00007809333,0.00004840706,0.0007451258,0.00004383341,0.1139833,0.00187916,0.002603908,0.0001668814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404185,"about_ca_system_score_gemma":0.001506112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006969125,"about_ca_topic_score_gemma":0.000007360168,"domain_scores_codex":[0.9928519,0.000744104,0.0003740584,0.000173524,0.004990297,0.0008661544],"domain_scores_gemma":[0.9978881,0.0001897488,0.000196236,0.0004828526,0.001052107,0.0001909796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007422875,0.00007275995,0.00004585931,0.000001650622,0.00004505861,0.000006021269,0.0002385304,0.0008847323,0.00002900732,0.841128,0.141172,0.01630216],"study_design_scores_gemma":[0.0004629347,0.0005289415,0.0001107903,0.000001303966,5.956051e-7,0.0001841662,0.0004626278,0.01459388,0.00001712207,0.02496475,0.9585936,0.00007929694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007013717,0.00009318391,0.7806452,0.02968315,0.08493955,0.0007368965,0.00005869499,0.0002483652,0.09658123],"genre_scores_gemma":[0.9213585,0.002945901,0.005864293,0.001749167,0.06020733,0.0004442055,0.0003872921,0.00002889736,0.007014407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9143448,"threshold_uncertainty_score":0.9999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325911132308809,"score_gpt":0.4195556125414435,"score_spread":0.3562965012183554,"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."}}