{"id":"W3185338790","doi":"","title":"Strategic Optionality: Managing Assets Portfolio for Achieving Growth and Longevity in Turbulent Environments","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Thriving; Portfolio; Business; Downside risk; Corporate venture capital; Stewardship (theology); Strategic management; Process management; Risk analysis (engineering); Marketing; Finance; Entrepreneurship; Political 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":[0.005019442,0.0008376138,0.0004786174,0.001623494,0.001341354,0.005670123,0.001266696,0.001235526,0.002852045],"category_scores_gemma":[0.0115325,0.0002564995,0.0004330218,0.001182274,0.002475759,0.007832442,0.005572271,0.001272,0.0005471404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131906,"about_ca_system_score_gemma":0.003413029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008516029,"about_ca_topic_score_gemma":0.001025078,"domain_scores_codex":[0.9980249,0.000824763,0.000159417,0.0002926724,0.0004432745,0.000254918],"domain_scores_gemma":[0.996132,0.001180832,0.001012111,0.0005992703,0.0005900149,0.0004856845],"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":[0.0001522857,0.0001442654,0.01178442,0.0003637781,0.00007150364,0.0005490623,0.002064969,0.05622217,0.005024758,0.6689135,0.00303298,0.2516763],"study_design_scores_gemma":[0.00003998609,0.000486273,0.005224898,0.0004872925,0.0000878566,0.00093274,0.002220207,0.1701441,0.006008698,0.7777499,0.03649675,0.0001212974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09776179,0.001233515,0.8627141,0.00434199,0.0001310061,0.0002672054,0.00009893582,0.0005238926,0.03292758],"genre_scores_gemma":[0.8765975,0.0007228529,0.1197587,0.0001044688,0.00006239573,0.0001259787,0.00007381577,0.00003532453,0.00251893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005670123,"threshold_uncertainty_score":0.02654564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382782626271339,"score_gpt":0.2337377031737913,"score_spread":0.2199098769110779,"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."}}