{"id":"W4311362577","doi":"10.37811/cl_rcm.v6i6.3831","title":"Desafío en la era digital: desde un liderazgo transformacional transcomplejo","year":2022,"lang":"es","type":"article","venue":"Ciencia Latina Revista Científica Multidisciplinar","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.004866791,0.0006106435,0.0004863557,0.003669472,0.00315001,0.019136,0.001402313,0.002164499,0.01477517],"category_scores_gemma":[0.0193966,0.0004503536,0.0007269882,0.004630426,0.01023591,0.02351033,0.00761998,0.002199007,0.002926456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004721734,"about_ca_system_score_gemma":0.004607116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007039359,"about_ca_topic_score_gemma":0.006154403,"domain_scores_codex":[0.9949443,0.001865116,0.0002821317,0.0007342697,0.001764528,0.000409625],"domain_scores_gemma":[0.9880359,0.005566841,0.0008428431,0.002654554,0.002273245,0.0006267129],"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":[0.0001312422,0.00007863887,0.006068008,0.0008727933,0.00004941863,0.0006037331,0.04884212,0.001852291,0.003367581,0.7237648,0.009416447,0.2049531],"study_design_scores_gemma":[0.00003423076,0.0001181994,0.007135042,0.00168378,0.0001622352,0.001286719,0.05685579,0.006265011,0.00618744,0.299724,0.6204411,0.0001063415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1800154,0.01602497,0.2048815,0.03985845,0.001575204,0.0002688566,0.0006894707,0.001784981,0.5549011],"genre_scores_gemma":[0.8881175,0.009453793,0.04501111,0.002028239,0.000490374,0.0002085306,0.0004577065,0.0004638532,0.05376892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.019136,"threshold_uncertainty_score":0.04942793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141856464865727,"score_gpt":0.2352699354870951,"score_spread":0.2138513708384379,"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."}}