{"id":"W4376140268","doi":"10.1108/sl-02-2023-0017","title":"Opportunity mapping: locating the upside of risk through visual mapping","year":2023,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stakeholder; Originality; Risk management; Business; Enterprise risk management; Process (computing); Knowledge management; Competitive advantage; Identification (biology); Marketing; Computer science; Public relations; Qualitative research; Sociology; 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":[0.005281033,0.001151632,0.0004205267,0.00559892,0.001489898,0.009202572,0.001736237,0.001344826,0.01465527],"category_scores_gemma":[0.01610684,0.0005720205,0.001081146,0.00226363,0.004834792,0.007243571,0.007218336,0.001201854,0.00180517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014059,"about_ca_system_score_gemma":0.003162643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578809,"about_ca_topic_score_gemma":0.003689311,"domain_scores_codex":[0.9966823,0.002065713,0.0001102793,0.0003088907,0.0006246439,0.0002081579],"domain_scores_gemma":[0.9922161,0.004902519,0.0006486228,0.001115463,0.0007621522,0.0003551409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007114136,0.0003080811,0.02276688,0.001893486,0.0001276705,0.001375143,0.04704352,0.0267062,0.01192747,0.3606097,0.01569315,0.5108373],"study_design_scores_gemma":[0.0001518742,0.0005992025,0.02043114,0.002966549,0.0002262334,0.002649867,0.06690068,0.1369223,0.01547243,0.5439046,0.2093262,0.0004488603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06980947,0.0005674546,0.8041101,0.003509701,0.0002086422,0.001062666,0.001007974,0.002592741,0.1171314],"genre_scores_gemma":[0.5328862,0.0006349413,0.4581753,0.0001965739,0.00004030184,0.0006181442,0.0003772835,0.0003335605,0.006737799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01465527,"threshold_uncertainty_score":0.04902673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.245910258759984,"score_gpt":0.2904082472460949,"score_spread":0.04449798848611097,"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."}}