{"id":"W4396950179","doi":"10.21503/cyd.v27i2.2606","title":"DESARROLLO DE ESTRATEGIAS EMPRESARIALES SOSTENIBLES CON EL USO DE TECNOLOGÍAS EMERGENTES","year":2024,"lang":"es","type":"article","venue":"Ciencia y Desarrollo","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Political science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00208713,0.0007356593,0.001051149,0.001262684,0.0006233774,0.001448711,0.0009931817,0.0007716534,0.001442935],"category_scores_gemma":[0.0004643063,0.0008773869,0.0005019115,0.002021415,0.000549119,0.001342474,0.0001957473,0.0006608492,0.001862959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006909089,"about_ca_system_score_gemma":0.001147932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008495752,"about_ca_topic_score_gemma":0.0001437822,"domain_scores_codex":[0.9950127,0.00007483167,0.001746802,0.001440659,0.0001331913,0.001591796],"domain_scores_gemma":[0.9979151,0.0002024152,0.0005591694,0.0008191078,0.0001940014,0.0003101593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008441339,0.0003040091,0.8611906,0.0008526533,0.0005035271,0.0001338853,0.002041486,0.0009403185,0.004189,0.1192516,0.0059834,0.004525027],"study_design_scores_gemma":[0.002183356,0.0003962063,0.5760391,0.0007970061,0.0002958459,0.0002712593,0.001372579,0.04675154,0.004373115,0.09072531,0.2738904,0.002904304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452753,0.03253779,0.005514758,0.001020418,0.003138363,0.0005402029,0.0003979194,0.0003441251,0.01123109],"genre_scores_gemma":[0.9907183,0.003325714,0.001363926,0.0007476295,0.00131574,0.0001152746,0.00008163111,0.0001464907,0.0021853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2851516,"threshold_uncertainty_score":0.9995879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558043208986046,"score_gpt":0.2590818831905488,"score_spread":0.2235014511006883,"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."}}