{"id":"W1977938178","doi":"10.1145/1984701.1984705","title":"Automatic status updates in distributed software development","year":2011,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Eclipse; Computer science; Plug-in; Software; Interview; Field (mathematics); Software development; World Wide Web; Android (operating system); Knowledge management; Human–computer interaction; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001833594,0.00009143932,0.00008984307,0.00008490604,0.00002911978,0.00005121594,0.0004269718,0.00003713173,0.0001597811],"category_scores_gemma":[0.000113066,0.00007851397,0.00001438629,0.0002892362,0.000007899646,0.0004614436,0.0001722164,0.00008221824,0.00005326097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004722154,"about_ca_system_score_gemma":0.00006062491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009966762,"about_ca_topic_score_gemma":0.00001971716,"domain_scores_codex":[0.9992741,0.00001862469,0.0001762642,0.0001754339,0.0001090697,0.0002465102],"domain_scores_gemma":[0.9994965,0.00009979023,0.000038935,0.0002790892,0.00002253005,0.00006318057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000007745826,0.0004370215,0.1378039,0.0001046961,0.00005036276,0.0001528378,0.00710306,0.00006719337,0.0000281937,0.04465903,0.005038032,0.804548],"study_design_scores_gemma":[0.000606203,0.0001611428,0.802994,0.0001350541,0.00000751289,0.00004144408,0.00008563144,0.06666046,0.02019643,0.01676314,0.09120932,0.001139632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03018089,0.00004785318,0.9676226,0.00003762424,0.00009098303,0.00008027689,0.00000103003,0.001547888,0.0003908206],"genre_scores_gemma":[0.2918618,0.000006263817,0.7080331,0.0000485617,0.000002658204,0.00001898933,0.000004546205,0.000004189539,0.0000198997],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8034083,"threshold_uncertainty_score":0.3201707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804879611685135,"score_gpt":0.2379450307096406,"score_spread":0.2098962345927892,"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."}}