{"id":"W4393174360","doi":"10.56124/tj.v6i11.0080","title":"Consecuencias de la Política de Aseguramiento de Calidad en la Producción Científica de las Universidades Manabitas: un análisis cienciométrico","year":2023,"lang":"es","type":"article","venue":"Revista Científica y Arbitrada de Ciencias Sociales y Trabajo Social Tejedora","topic":"Science, Technology, and Education in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Secretaría de Educación Superior, Ciencia, Tecnología e Innovación","keywords":"Political science; Humanities; Medicine; 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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00776333,0.0003349494,0.0006100287,0.006683082,0.001623377,0.005498318,0.0007503289,0.000538209,0.005370996],"category_scores_gemma":[0.02289131,0.0003901564,0.0005781821,0.01338442,0.00175145,0.001750122,0.002599954,0.0007683848,0.0005820534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0071041,"about_ca_system_score_gemma":0.008529619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04383156,"about_ca_topic_score_gemma":0.09018538,"domain_scores_codex":[0.9946931,0.001517453,0.00035266,0.0004380085,0.002343122,0.0006556752],"domain_scores_gemma":[0.9721247,0.01266585,0.005173499,0.001594369,0.00707351,0.001368082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003924036,0.0001763516,0.8120305,0.001603065,0.0002794523,0.0004414804,0.03850828,0.002642539,0.005553675,0.01689523,0.001767898,0.1197091],"study_design_scores_gemma":[0.000009368733,0.000156607,0.9368579,0.0002880435,0.0001028404,0.00009793833,0.0403137,0.0007282273,0.001732669,0.001133659,0.01854398,0.00003515375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95988,0.001472758,0.002269047,0.0006899044,0.00001814087,0.0001557629,0.001140489,0.00006673051,0.03430714],"genre_scores_gemma":[0.9911152,0.0009428536,0.002548372,0.00004100544,0.00001305799,0.0001794393,0.0003115057,0.00002126829,0.004827276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9933169,"threshold_uncertainty_score":0.08715284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488717865076919,"score_gpt":0.3396182676302362,"score_spread":0.3147310889794671,"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."}}