{"id":"W4309673227","doi":"10.1002/sres.2917","title":"Systems approach in dynamic capabilities","year":2022,"lang":"en","type":"article","venue":"Systems Research and Behavioral Science","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Dynamism; Soft systems methodology; Viable system model; Systems thinking; Knowledge management; Computer science; Dynamic capabilities; Ontology; Process (computing); Process management; Perspective (graphical); Perception; Management science; Systems engineering; Artificial intelligence; Information system; Engineering; Cybernetics; Psychology; Epistemology; Management information systems","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":[0.004283896,0.0008400268,0.0005987127,0.003514563,0.001244796,0.004739908,0.001213034,0.002186008,0.006474584],"category_scores_gemma":[0.003328857,0.00029396,0.0007696105,0.002174448,0.01457604,0.004772465,0.003276575,0.003133962,0.0004582524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004707763,"about_ca_system_score_gemma":0.003415232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023034,"about_ca_topic_score_gemma":0.001830612,"domain_scores_codex":[0.9968997,0.00207198,0.0001265107,0.0002846956,0.0004577453,0.0001592479],"domain_scores_gemma":[0.9964548,0.002541995,0.0002411348,0.0002365624,0.0003391445,0.0001863406],"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":[0.00000102398,0.000004260622,0.00004584865,0.00002952749,0.000004368012,0.00002063477,0.0001575169,0.001554523,0.00003348018,0.9958194,0.0002484445,0.002080888],"study_design_scores_gemma":[0.000003980144,0.00001109493,0.00006036033,0.00006368096,0.000003783979,0.00002789643,0.0002477298,0.004112854,0.00007921726,0.9789345,0.01644965,0.000005353255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01336619,0.01482342,0.7175363,0.0267581,0.000742475,0.0001839443,0.0001668535,0.0001413233,0.2262813],"genre_scores_gemma":[0.8160297,0.008853432,0.1565985,0.002008407,0.0006999825,0.0005616753,0.0001066416,0.00006433955,0.0150773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006474584,"threshold_uncertainty_score":0.0341574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4274180428508695,"score_gpt":0.5261789844305788,"score_spread":0.09876094157970922,"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."}}