{"id":"W4255495649","doi":"10.4018/978-1-60566-677-8.ch157","title":"Mission-Critical Group Decision-Making","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Group decision-making; R-CAST; Decision engineering; Decision support system; Preference; Decision analysis; Group (periodic table); Process (computing); Influence diagram; Business decision mapping; Computer science; Management science; Markov decision process; Operations research; Decision field theory; Optimal decision; Decision tree; Artificial intelligence; Psychology; Markov process; Engineering; Social psychology; Economics; Mathematics; Microeconomics","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":[0.0001543583,0.0004491456,0.0004844935,0.00006972103,0.00007634903,0.00005013312,0.0004041042,0.00056851,0.0001383531],"category_scores_gemma":[0.000122169,0.0004419588,0.0002240126,0.00002031193,0.00006381748,0.00002757683,0.0001139912,0.000348511,0.000326828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862557,"about_ca_system_score_gemma":0.00002250561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007463439,"about_ca_topic_score_gemma":0.000004528724,"domain_scores_codex":[0.9985512,0.00001020004,0.0004555462,0.0003710022,0.0002404442,0.0003716307],"domain_scores_gemma":[0.9986888,0.0004151647,0.00004598841,0.0006602012,0.0000509676,0.000138882],"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":[0.000004996329,0.000002608474,0.000001056374,0.00009091572,0.00005055157,0.00002833103,0.0000152057,0.0002706621,0.00004386109,0.959803,0.004648859,0.03503997],"study_design_scores_gemma":[0.0000882926,0.00002576765,0.00002227809,0.00102007,0.00006561373,0.00009720325,0.000004890036,0.000577143,0.00002033289,0.8573866,0.1400907,0.0006010098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00002570448,0.001319124,0.1758801,0.000006780168,0.001241228,0.0002109225,0.00008004021,0.0008905074,0.8203456],"genre_scores_gemma":[0.7967955,0.00008943069,0.1765757,0.0001909142,0.00218834,0.0001204617,0.00001068403,0.0005466132,0.02348241],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7968632,"threshold_uncertainty_score":0.9998032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723707555134588,"score_gpt":0.2946173627392654,"score_spread":0.2473802871879195,"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."}}