{"id":"W2123706174","doi":"10.1109/agile.2007.9","title":"Agile ERP: \"You don't know what you've got 'till it's gone!\"","year":2007,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific","funders":"","keywords":"Agile software development; Java; Computer science; Scrum; Software engineering; Process management; Engineering; Software development; Operating system; Software","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006025084,0.0003404318,0.0002914637,0.0002541852,0.0002295373,0.0006250847,0.00195714,0.000155067,0.0003342043],"category_scores_gemma":[0.000009005728,0.0002712828,0.0001530354,0.001005933,0.00005086415,0.001734271,0.000697525,0.0002996701,0.0007595609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004850381,"about_ca_system_score_gemma":0.00005931584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004333235,"about_ca_topic_score_gemma":0.002423882,"domain_scores_codex":[0.9973005,0.00005736465,0.0004347311,0.0008129591,0.0005607562,0.0008336957],"domain_scores_gemma":[0.9979025,0.000206648,0.0001333917,0.001247025,0.0001807899,0.0003296507],"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":[0.0001109842,0.0007327959,0.00209527,0.000216592,0.0002233861,0.0003587352,0.02973817,0.0003447513,0.007406868,0.1123802,0.01912383,0.8272684],"study_design_scores_gemma":[0.0009716594,0.0002716155,0.002966745,0.0001863881,0.00002941486,0.0001109988,0.00453516,0.00698816,0.03334643,0.005160239,0.9444833,0.000949838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.140127,0.005038274,0.5326418,0.02911122,0.007532951,0.000989108,0.000009529961,0.002209245,0.2823409],"genre_scores_gemma":[0.8491698,0.0006726614,0.07000448,0.06606212,0.001397479,0.00003328129,0.00004363354,0.00008918274,0.0125274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9253595,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008139592892610164,"score_gpt":0.2386129876242006,"score_spread":0.2304733947315905,"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."}}