{"id":"W4413269377","doi":"10.1007/978-3-031-87550-2_94","title":"Economic Diversification Strategies","year":2025,"lang":"en","type":"book-chapter","venue":"Studies in systems, decision and control","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; Windsor Clinical Research","funders":"","keywords":"Diversification (marketing strategy); Economics; Business; Marketing","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":[0.0005326195,0.0004825419,0.0003158682,0.0008679988,0.0005417288,0.002500276,0.0004721486,0.0009324436,0.01381483],"category_scores_gemma":[0.00176808,0.0001627347,0.0003113728,0.0007559629,0.001379025,0.002435711,0.001485952,0.001283566,0.002527804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008834548,"about_ca_system_score_gemma":0.0004505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000422088,"about_ca_topic_score_gemma":0.00044644,"domain_scores_codex":[0.9997776,0.00005762632,0.00000726576,0.00004652506,0.00006834073,0.00004266445],"domain_scores_gemma":[0.9996405,0.000110159,0.00003818717,0.00007855557,0.00006614601,0.00006652057],"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":[0.0000100219,0.00001016628,0.0002826454,0.00001536698,0.000008803785,0.00003271877,0.0001111142,0.001309978,0.0003823388,0.9661682,0.003321716,0.02834707],"study_design_scores_gemma":[0.000007422715,0.00001501485,0.0006695215,0.00004062988,0.000005844944,0.0001257745,0.000140711,0.003181157,0.0002716775,0.9410189,0.05451823,0.000004979408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0540644,0.004245837,0.05507801,0.003273648,0.0001313005,0.00006880817,0.0001303489,0.00008854502,0.8829191],"genre_scores_gemma":[0.7487668,0.004826726,0.02140188,0.000743023,0.0002079199,0.0001211119,0.0002187215,0.00007434586,0.2236394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01381483,"threshold_uncertainty_score":0.04621524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05529480777009498,"score_gpt":0.2751619641817674,"score_spread":0.2198671564116724,"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."}}