{"id":"W3212517340","doi":"10.19053/01211048.11474","title":"Bibliometric analysis of innovation in Mexico","year":2021,"lang":"en","type":"article","venue":"Inquietud Empresarial","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alliance Manchester Business School, University of Manchester; Instituto Tecnológico de Sonora; I.M. Sechenov First Moscow State Medical University; Universidad de Sonora; Universidad Autónoma de Baja California; Benemérita Universidad Autónoma de Puebla; Universidad de Guanajuato; Universitat de Barcelona; Universidad de Guadalajara; Universidad de Cantabria; University of Ottawa; Universidad de Concepción; Universidad Politécnica de Cartagena; Universidad Nacional Autónoma de México; St Mary's University; Instituto Tecnológico y de Estudios Superiores de Monterrey; Universidad Panamericana; Brock University; Instituto Politécnico Nacional; Loughborough University; Universidad de las Américas Puebla; Karlstads universitet; Universidad Autónoma de Chihuahua; State University of New York; Universidad Autónoma de Tamaulipas; Universidad Iberoamericana Ciudad de México; Universidad Autónoma Metropolitana; Universidad de Colima","keywords":"Bibliometrics; Web of science; Limiting; Period (music); Political science; Library science; Key (lock); Regional science; Data science; Sociology; Computer science; MEDLINE; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003188567,0.0002461244,0.0007193965,0.07249868,0.0006732547,0.002775307,0.000427586,0.0004036608,0.003600129],"category_scores_gemma":[0.02365135,0.00009655296,0.0004484195,0.09211713,0.0004280928,0.001011815,0.00115787,0.0002087069,0.0004060254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00285752,"about_ca_system_score_gemma":0.002188046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01719043,"about_ca_topic_score_gemma":0.008079303,"domain_scores_codex":[0.9963307,0.0009123476,0.0004729475,0.0003492711,0.00170887,0.0002258436],"domain_scores_gemma":[0.9808174,0.008072516,0.006279446,0.0006424295,0.003864778,0.0003234449],"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":[0.0001362839,0.0001139425,0.8225837,0.002161709,0.0006159779,0.0003388973,0.001965865,0.003640865,0.0008012744,0.01280925,0.01084579,0.1439863],"study_design_scores_gemma":[0.00001155906,0.00004728971,0.9679966,0.0003201099,0.0001975976,0.0001744221,0.001854321,0.002875575,0.0004821989,0.001498147,0.02452203,0.00002018081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983721,0.01202932,0.002455098,0.001261675,0.00009897758,0.0001700295,0.03086622,0.000209007,0.0545376],"genre_scores_gemma":[0.9808778,0.004600259,0.001812789,0.00003162474,0.000141761,0.0001404442,0.01055498,0.00001357751,0.001826809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9275013,"threshold_uncertainty_score":0.03418076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06402623168298333,"score_gpt":0.2697199752410132,"score_spread":0.2056937435580299,"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."}}