{"id":"W2976461980","doi":"10.1002/j.2334-5837.2019.00614.x","title":"Appreciative Methods Applied to the Assessment of Complex Systems","year":2019,"lang":"en","type":"article","venue":"INCOSE International Symposium","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Complex system; Complexity management; System of systems; Computer science; Perspective (graphical); Management science; System of systems engineering; Systems engineering; Data science; Software engineering; Artificial intelligence; Systems design; Engineering; Management","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":[0.02632132,0.001068385,0.0008596633,0.006378446,0.00231916,0.007088091,0.002307111,0.001426488,0.007268377],"category_scores_gemma":[0.08759481,0.0005471342,0.0007620499,0.003774183,0.009757404,0.006011671,0.008967817,0.002667748,0.0005781176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131336,"about_ca_system_score_gemma":0.004251356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216824,"about_ca_topic_score_gemma":0.001757406,"domain_scores_codex":[0.96763,0.02707073,0.0009876885,0.0009178341,0.003034767,0.0003588963],"domain_scores_gemma":[0.8859305,0.09888314,0.00420143,0.004080956,0.00590108,0.001002825],"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":[0.0001019442,0.0001943572,0.004515007,0.001308883,0.00007641978,0.0004304701,0.04481124,0.01907379,0.00226019,0.7333565,0.00391099,0.1899602],"study_design_scores_gemma":[0.00006308282,0.0001939703,0.002287909,0.001161191,0.00003636404,0.0003935843,0.02562121,0.09454657,0.002462433,0.8098652,0.06324223,0.0001262545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02010382,0.0007374918,0.9330077,0.002137425,0.0001538038,0.001038769,0.00009779849,0.0002824932,0.04244072],"genre_scores_gemma":[0.2466132,0.0007310063,0.7457069,0.0004253445,0.00007197248,0.002077563,0.00006166169,0.00008670865,0.004225693],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02632132,"threshold_uncertainty_score":0.1392021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359449108661283,"score_gpt":0.486567545915483,"score_spread":0.3506226350493547,"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."}}