{"id":"W207572640","doi":"","title":"Collaborative Software Development in the Enterprise","year":2009,"lang":"en","type":"article","venue":"The open source business resource","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Software engineering; Software; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001386529,0.0004539538,0.000484573,0.0003611561,0.001056851,0.002340437,0.002877577,0.0001263243,0.00009346368],"category_scores_gemma":[0.0001923828,0.0002742614,0.00009383952,0.004738835,0.0001330093,0.001037527,0.0005902798,0.0003043579,0.0002467016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006272848,"about_ca_system_score_gemma":0.0001333487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007007105,"about_ca_topic_score_gemma":0.0004985307,"domain_scores_codex":[0.9973033,0.00007850977,0.0006416894,0.0006366724,0.0007241937,0.0006156001],"domain_scores_gemma":[0.9979504,0.0001309512,0.0004431901,0.0008129128,0.000641466,0.00002108891],"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":[0.001118824,0.002146939,0.03504803,0.0004748083,0.0002597954,0.0001932192,0.0138318,0.07770185,0.0001719325,0.003153843,0.0508698,0.8150291],"study_design_scores_gemma":[0.0009475502,0.000006043741,0.03670394,0.0002147117,0.00009812759,0.000008949904,0.003219469,0.005634274,0.000007677884,0.0009105178,0.9516804,0.0005683011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7364421,0.003186755,0.1196148,0.06308365,0.0005002469,0.004824955,0.00001149953,0.001160718,0.07117532],"genre_scores_gemma":[0.9791476,0.00001223595,0.000473222,0.01779375,0.000656747,0.0001305774,0.0000730249,0.00005336625,0.001659497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9008107,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425280222818903,"score_gpt":0.236590621992092,"score_spread":0.222337819763903,"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."}}