{"id":"W2587970953","doi":"10.29344/07184670.41.951","title":"Liderazgo corporativo en tiempos de crisis económica: estudio de casos en empresas puertorriqueñas","year":2016,"lang":"es","type":"article","venue":"Oikos","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001199163,0.0005031307,0.0008903762,0.000463135,0.0002787125,0.0003164094,0.0005879473,0.0005716336,0.002469122],"category_scores_gemma":[0.0002914671,0.0005157097,0.000246075,0.0004250685,0.0001332043,0.00090802,0.0001783554,0.000311811,0.002865126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009527052,"about_ca_system_score_gemma":0.0003370145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267477,"about_ca_topic_score_gemma":0.0002774145,"domain_scores_codex":[0.9967743,0.00008158179,0.001268783,0.0009020238,0.00006563635,0.0009076586],"domain_scores_gemma":[0.9976225,0.0003146079,0.0008506999,0.0008237911,0.0001657078,0.0002227099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000570937,0.0003573938,0.9126055,0.0001807061,0.0003683125,0.00003974006,0.002412696,0.0000305247,0.0003223822,0.02122772,0.05766938,0.004728573],"study_design_scores_gemma":[0.003457221,0.0003012037,0.4860215,0.0002606133,0.00008930963,0.0001134206,0.0007053947,0.0008344254,0.003388544,0.0200765,0.4828983,0.001853619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724864,0.001292065,0.006976373,0.005226795,0.00129553,0.0004978595,0.0004898548,0.0001137766,0.01162132],"genre_scores_gemma":[0.9864512,0.002195302,0.001327972,0.001545805,0.001440015,0.000156756,0.00003362841,0.0001132841,0.006736003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.426584,"threshold_uncertainty_score":0.9997295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120932375321809,"score_gpt":0.2238487350712177,"score_spread":0.2026394113179996,"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."}}