{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028237,0.001904578,0.001482072,0.01062231,0.002458971,0.01117216,0.003597087,0.002768137,0.01117048],"category_scores_gemma":[0.0388256,0.001765666,0.003392528,0.008087493,0.003020332,0.01125019,0.004985197,0.003454131,0.004698352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004057046,"about_ca_system_score_gemma":0.007348988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168958,"about_ca_topic_score_gemma":0.003012075,"domain_scores_codex":[0.9725395,0.01493885,0.004000202,0.001677662,0.006050272,0.000793614],"domain_scores_gemma":[0.970481,0.01728032,0.001717934,0.003493974,0.006153463,0.000873297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003856683,0.0001070295,0.001073717,0.00068434,0.00009065181,0.0003175422,0.0009563998,0.005288004,0.001198906,0.79221,0.00978285,0.1882521],"study_design_scores_gemma":[0.000103281,0.0001412856,0.0007809344,0.001464129,0.0001606773,0.0006853997,0.001336657,0.06925553,0.003584682,0.7046031,0.2177996,0.00008479266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009711244,0.0003487333,0.9855267,0.001056131,0.0000610448,0.0004631752,0.0002407967,0.0007583571,0.01057392],"genre_scores_gemma":[0.01382191,0.0002983087,0.9826021,0.0001151888,0.00003414063,0.0007888899,0.0004041975,0.0001457931,0.00178941],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.028237,"threshold_uncertainty_score":0.1493333,"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."}}