{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014246,0.001316343,0.0008701821,0.001581189,0.001452011,0.008000046,0.002284008,0.001804893,0.006257884],"category_scores_gemma":[0.02256388,0.0006025241,0.001263446,0.00202897,0.002988853,0.008405439,0.006378075,0.002731736,0.0008621073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082661,"about_ca_system_score_gemma":0.004033686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540971,"about_ca_topic_score_gemma":0.002915973,"domain_scores_codex":[0.9913262,0.005124904,0.0006789896,0.0009503881,0.001524371,0.000395154],"domain_scores_gemma":[0.979708,0.01270403,0.001700306,0.003754181,0.001324662,0.0008087602],"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":[0.0001750897,0.0003261177,0.004837247,0.001051405,0.0001511805,0.0006353916,0.009835153,0.1764932,0.005316021,0.4968269,0.005019944,0.2993324],"study_design_scores_gemma":[0.0001178098,0.000262985,0.001542729,0.0008099102,0.0001431898,0.0003508579,0.004577731,0.4181856,0.004665557,0.4848159,0.08438586,0.0001419117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02372416,0.0003433454,0.9586183,0.00161789,0.00004998832,0.000265272,0.0001581447,0.001289047,0.01393379],"genre_scores_gemma":[0.2987397,0.0004475832,0.6979041,0.000239022,0.00003083621,0.0003665968,0.0004305542,0.0002112709,0.001630289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.014246,"threshold_uncertainty_score":0.07534099,"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."}}