{"id":"W1598198164","doi":"10.25100/cdea.v10i14.293","title":"Las ciencias de la vida y la gestión administrativa","year":2011,"lang":"es","type":"article","venue":"Cuadernos de Administración","topic":"Accounting and Financial Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science; Philosophy","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002088961,0.0008091023,0.0006407406,0.0004145161,0.0006312933,0.001744738,0.001275855,0.0007432948,0.001414984],"category_scores_gemma":[0.001232991,0.0008796246,0.0003652887,0.0008248353,0.0008059078,0.00123124,0.0005372342,0.0009867708,0.001896593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701064,"about_ca_system_score_gemma":0.0005116669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007210287,"about_ca_topic_score_gemma":0.00003898789,"domain_scores_codex":[0.9958899,0.0001681988,0.0008808729,0.0009963985,0.0006250104,0.00143959],"domain_scores_gemma":[0.9976229,0.0003799275,0.0007820603,0.000832215,0.0002213647,0.0001615438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005852507,0.003697233,0.4679667,0.0032831,0.0004248206,0.005444981,0.002725246,0.00001745911,0.0004872823,0.4148031,0.0537513,0.04681352],"study_design_scores_gemma":[0.0008257364,0.0001468245,0.4857765,0.0005284005,0.0004601864,0.0001388829,0.001130498,0.0004007266,0.0004650695,0.008310868,0.5007117,0.001104575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4513493,0.0005679034,0.001601517,0.001165821,0.0006929204,0.0005430094,0.00003057819,0.0005080496,0.5435409],"genre_scores_gemma":[0.9898545,0.0001718174,0.001739575,0.002359504,0.002271856,0.00008201582,0.00002763342,0.000151341,0.00334173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5401992,"threshold_uncertainty_score":0.9994978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742205348415612,"score_gpt":0.2644119093963442,"score_spread":0.2369898559121881,"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."}}