{"id":"W56653880","doi":"10.1007/978-94-007-6107-0_17","title":"Working with Principles and Visions","year":2013,"lang":"en","type":"book-chapter","venue":"MARE publication series","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vision; Corporate governance; Politics; Process (computing); Resource (disambiguation); Political science; Diversity (politics); Knowledge management; Public relations; Environmental resource management; Sociology; Process management; Business; Computer science","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":[0.005974749,0.001088613,0.0005889379,0.001711557,0.005544688,0.01543112,0.001764839,0.003697897,0.01669219],"category_scores_gemma":[0.005246531,0.0004928215,0.0005891032,0.001582564,0.02063662,0.01446403,0.006030263,0.01003859,0.007819732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005651622,"about_ca_system_score_gemma":0.009318227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004291306,"about_ca_topic_score_gemma":0.006767732,"domain_scores_codex":[0.996762,0.001596033,0.0001092228,0.0003181802,0.0008979587,0.0003166005],"domain_scores_gemma":[0.9979552,0.0007096873,0.00008739836,0.0004050152,0.0005875328,0.0002551173],"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":[0.000001580799,0.0000081381,0.00001274367,0.00002097698,0.000001093607,0.00001024796,0.001534154,0.0000626613,0.00002482817,0.9540687,0.03601616,0.008238771],"study_design_scores_gemma":[0.000002165328,0.000003984715,0.00002642457,0.0001058947,0.000001299821,0.00003136502,0.001191123,0.0001021756,0.00005354644,0.4786422,0.519834,0.000005753244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001115895,0.00805905,0.02596174,0.04982262,0.00460418,0.00007191102,0.00005475671,0.0001797624,0.9101302],"genre_scores_gemma":[0.0871084,0.0112278,0.03694694,0.0164911,0.002848992,0.0004797524,0.0001592755,0.0006047467,0.8441329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01669219,"threshold_uncertainty_score":0.05584097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04591472372428156,"score_gpt":0.254368183679437,"score_spread":0.2084534599551554,"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."}}