{"id":"W1990422213","doi":"10.5539/cis.v2n1p3","title":"A Framework for Selection of Information Systems Development Methodologies","year":2009,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Selection (genetic algorithm); Development (topology); Data science; Artificial intelligence","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006697386,0.00009226774,0.0002309819,0.0008929165,0.0004069376,0.001101251,0.0004975694,0.00005174708,0.000005696366],"category_scores_gemma":[0.002460687,0.0000645605,0.00003926044,0.001432388,0.00009708951,0.009464225,0.0001247006,0.00005640223,0.00002353426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000368598,"about_ca_system_score_gemma":0.0001612424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002968342,"about_ca_topic_score_gemma":1.809982e-7,"domain_scores_codex":[0.9973282,0.00004774474,0.001135219,0.0001459234,0.001139257,0.0002036667],"domain_scores_gemma":[0.9966402,0.001032393,0.0006112003,0.0002195547,0.001422113,0.00007454812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002005356,0.000003866685,0.0002592877,0.00001302368,0.000001660851,1.256526e-8,0.002689446,0.002870082,0.0000367944,0.4103994,0.0008786606,0.5828277],"study_design_scores_gemma":[0.000494447,0.000363257,0.1368426,0.0001278099,0.000003827195,0.00003528061,0.001865015,0.5916376,0.0008958405,0.09645924,0.1709862,0.0002888337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01591448,0.00003580983,0.9817764,0.00006592887,0.0006428245,0.0003072555,0.000002981081,0.00003657235,0.00121776],"genre_scores_gemma":[0.6126035,0.000001638643,0.3871118,0.0002357806,0.00003123998,0.000006822758,9.108749e-7,5.836824e-7,0.000007670727],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.596689,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2262495359887959,"score_gpt":0.4391894215111991,"score_spread":0.2129398855224032,"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."}}