{"id":"W3083980392","doi":"10.1108/ejtd-06-2020-0095","title":"Exploring the connection between organizations and organisms in dealing with change","year":2020,"lang":"en","type":"article","venue":"European journal of training and development","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Originality; Parallels; Value (mathematics); Organization development; Sociology; Organizational change; Organizational studies; Organizational theory; Public relations; Knowledge management; Engineering ethics; Political science; Management; Computer science; Engineering; Social science; Qualitative research; Operations 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":[0.008485303,0.0004418422,0.0005625973,0.004269187,0.002733971,0.009440021,0.001349213,0.002733422,0.005115187],"category_scores_gemma":[0.01333252,0.0002983618,0.0006740434,0.003864769,0.01046657,0.009833755,0.004650748,0.002404339,0.0006090579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004755999,"about_ca_system_score_gemma":0.007968578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003259433,"about_ca_topic_score_gemma":0.005315116,"domain_scores_codex":[0.9885958,0.008228003,0.0004338117,0.001016028,0.00113743,0.0005889251],"domain_scores_gemma":[0.9720483,0.01991472,0.003837596,0.001170535,0.002180054,0.0008488087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006639408,0.0002776408,0.02763555,0.01145549,0.0002336715,0.001094888,0.08001433,0.001356942,0.001146208,0.5464393,0.009376425,0.3209031],"study_design_scores_gemma":[0.0000255686,0.0003231288,0.0396418,0.01905629,0.0002584135,0.001384222,0.1568686,0.001120773,0.001115269,0.2515512,0.5285589,0.00009607854],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1214207,0.4517438,0.05705353,0.1278859,0.003392908,0.0005828448,0.0001781293,0.0001477244,0.2375945],"genre_scores_gemma":[0.8247667,0.1353263,0.0190869,0.01343505,0.0007972369,0.0003237275,0.00009397559,0.00004560191,0.00612454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009440021,"threshold_uncertainty_score":0.04487509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2272909726093035,"score_gpt":0.2269855172332745,"score_spread":0.000305455376028968,"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."}}