{"id":"W4401719715","doi":"10.1109/re59067.2024.00032","title":"Global Decision Making Support for Complex System Development","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Agencia Estatal de Investigación; Junta de Andalucía; Ministerio de Ciencia e Innovación; Universidad de Málaga","keywords":"Computer science; Decision support system; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0004824345,0.0001105702,0.0001295797,0.00005625042,0.0000670576,0.0001590162,0.0004963669,0.00003768519,0.000005868462],"category_scores_gemma":[0.000159588,0.00009093617,0.00004551295,0.0002762394,0.000009245449,0.0002235137,0.0002486853,0.00003336844,0.00004603857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268747,"about_ca_system_score_gemma":0.00009046715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.245537e-7,"about_ca_topic_score_gemma":0.000001493056,"domain_scores_codex":[0.999041,0.00001599126,0.0002053268,0.0003320749,0.0001698059,0.0002357716],"domain_scores_gemma":[0.9988477,0.000804295,0.00001698906,0.0002530263,0.00004131627,0.00003668446],"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":[0.000003893656,0.000004174602,0.00003122651,0.0001891301,0.00001742225,0.00003042997,0.0001182263,0.01747182,0.00003589027,0.2316096,0.002561608,0.7479266],"study_design_scores_gemma":[0.0003534612,0.0001377363,0.004935316,0.000731778,0.00001221188,0.0003588951,0.0001330621,0.718222,0.001330223,0.05663886,0.2162826,0.0008639042],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001733598,0.0001038416,0.994834,0.00003627021,0.001358113,0.0001584558,0.000002599491,0.002455873,0.0008774834],"genre_scores_gemma":[0.1330507,4.13932e-7,0.8667266,0.00004169106,0.00003266367,0.00002951631,0.000001390643,0.000006917428,0.0001100819],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7470627,"threshold_uncertainty_score":0.370827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08308251644703978,"score_gpt":0.3690648839741905,"score_spread":0.2859823675271507,"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."}}