{"id":"W4386004270","doi":"10.33844/ijol.2023.60370","title":"Competitive Performance of the Ethiopian Flower Industry from a Pre-to Post COVID-19 Pandemic Era (2003-2022): A Comparative Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Organizational Leadership","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competitive advantage; Revealed comparative advantage; Comparative advantage; China; Pandemic; Descriptive statistics; Coronavirus disease 2019 (COVID-19); Disadvantage; Geography; Business; Economics; Demography; International trade; Marketing; Statistics; Political science; Medicine; Mathematics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004453237,0.0001722009,0.0002562386,0.0003767554,0.0001392597,0.0001331754,0.0009859313,0.0001021483,0.0007471734],"category_scores_gemma":[0.0009287405,0.0001358985,0.00007611368,0.001734136,0.00009939812,0.0005480532,0.000233716,0.0005347272,0.0001317468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723708,"about_ca_system_score_gemma":0.0004539922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001741399,"about_ca_topic_score_gemma":0.0002531044,"domain_scores_codex":[0.9979066,0.00007277392,0.000521074,0.0001985031,0.001118526,0.0001825162],"domain_scores_gemma":[0.9964201,0.0001903677,0.0005196073,0.0001293833,0.002691396,0.00004914857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003671106,0.0002805377,0.9784503,0.0000257133,0.0003117805,0.00003139213,0.002293409,0.003454865,0.0009060096,0.01282084,0.001013367,0.00004467908],"study_design_scores_gemma":[0.001288516,0.00006591778,0.9759468,0.0002025256,0.00006036344,0.00002565262,0.01516992,0.0002798827,0.0002142603,0.0004208985,0.006151936,0.0001733653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987264,0.0000245933,0.0001077833,0.01019024,0.001375642,0.0002690889,0.00006600232,0.00003531797,0.0006673483],"genre_scores_gemma":[0.9917649,0.000003589403,0.00004092638,0.006724022,0.001137597,0.000005059645,0.00006546292,0.00001838762,0.0002400497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01287651,"threshold_uncertainty_score":0.8181025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08588049301642098,"score_gpt":0.3039604823696693,"score_spread":0.2180799893532483,"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."}}