{"id":"W2008189479","doi":"10.1109/vlhcc.2009.5295312","title":"Attacking information overload in software development","year":2009,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Programmer; Information overload; Task (project management); RSS; Software development; Software; Domain (mathematical analysis); Field (mathematics); Software engineering; Interface (matter); Traverse; World Wide Web; Programming language; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02748031,0.0009352793,0.001116957,0.005674246,0.005037781,0.00819009,0.002794361,0.003527432,0.002148115],"category_scores_gemma":[0.1123205,0.001320393,0.0008688081,0.003348862,0.01188451,0.02062071,0.01608715,0.00396851,0.0008100665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002986799,"about_ca_system_score_gemma":0.004785083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784552,"about_ca_topic_score_gemma":0.002476091,"domain_scores_codex":[0.9756303,0.01327575,0.00127647,0.002120921,0.006133754,0.001562815],"domain_scores_gemma":[0.8159665,0.1373196,0.01381729,0.01879415,0.007799637,0.006302655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008699241,0.0008778501,0.03664429,0.001249779,0.0002227552,0.001172668,0.07814753,0.00900508,0.007168321,0.1102972,0.02244255,0.731902],"study_design_scores_gemma":[0.0005901299,0.00135108,0.02644268,0.001630738,0.0004915844,0.002959485,0.0271372,0.07120682,0.02004023,0.6599019,0.1877597,0.0004883571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.454899,0.01304405,0.4247773,0.04839846,0.0007189608,0.0003977657,0.00008696137,0.003430719,0.05424687],"genre_scores_gemma":[0.8913115,0.003043381,0.09664223,0.003107756,0.0007972967,0.000293585,0.00006197648,0.0003588978,0.004383297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02748031,"threshold_uncertainty_score":0.1453315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2504222186726082,"score_gpt":0.4374943640356586,"score_spread":0.1870721453630503,"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."}}