{"id":"W1489432211","doi":"10.32614/rj-2012-009","title":"Who Did What? The Roles of R Package Authors and How to Refer to Them","year":2012,"lang":"en","type":"article","venue":"The R Journal","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Actua; Western University","funders":"","keywords":"Disk formatting; R package; Computer science; Citation; Software engineering; Software package; Programming language; Data science; Software; World Wide Web; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01889934,0.00007886884,0.0001329459,0.0001111915,0.0004373943,0.001277726,0.001265004,0.00001676278,0.0001485955],"category_scores_gemma":[0.001510187,0.00003103766,0.00004819962,0.0005132237,0.00007663302,0.000496661,0.0007058569,0.0001541156,0.0001820632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000113699,"about_ca_system_score_gemma":0.00001230072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003626545,"about_ca_topic_score_gemma":0.00001471802,"domain_scores_codex":[0.9978814,0.0004020405,0.0002438377,0.0001543189,0.001049655,0.0002687223],"domain_scores_gemma":[0.9979091,0.0008002456,0.0001553675,0.0008023605,0.0001220597,0.0002109194],"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":[0.00003893878,0.00002830621,0.003391589,0.000001383838,0.00002333046,0.000001182722,0.02148533,0.0001209829,0.0005057171,0.001953757,0.5240148,0.4484347],"study_design_scores_gemma":[0.0002438758,0.0001072206,0.1314554,0.000124981,0.0000521324,0.000154106,0.06732829,0.0005277279,0.001553489,0.01136523,0.786872,0.0002155766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364158,0.0004480969,0.01267286,0.04724409,0.001476519,0.0001289517,0.000005286002,0.000008330565,0.001600061],"genre_scores_gemma":[0.9929477,0.00004377712,0.0004603018,0.0007562101,0.0002750814,8.354293e-7,1.445293e-7,0.000004492835,0.005511471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4482191,"threshold_uncertainty_score":0.999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1761243385313102,"score_gpt":0.3762795612284366,"score_spread":0.2001552226971264,"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."}}