{"id":"W4390437027","doi":"10.37811/cl_rcm.v7i6.8910","title":"Impacto de la Movilidad Estudiantil Internacional en el Desarrollo de Habilidades del Egresado de la Licenciatura en Idiomas","year":2023,"lang":"es","type":"article","venue":"Ciencia Latina Revista Científica Multidisciplinar","topic":"Higher Education and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; 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":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01537247,0.0007756367,0.00085881,0.0006354155,0.0022319,0.001513668,0.001947079,0.0009178434,0.0002102088],"category_scores_gemma":[0.01041378,0.0007502583,0.0007061137,0.003945646,0.002242163,0.0006278049,0.000879289,0.001277504,0.0002501372],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00400893,"about_ca_system_score_gemma":0.004906931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006987976,"about_ca_topic_score_gemma":0.0001189763,"domain_scores_codex":[0.9876513,0.006067337,0.001104053,0.001431361,0.001422205,0.002323744],"domain_scores_gemma":[0.9913287,0.005362518,0.0005519844,0.001000384,0.0005039537,0.001252517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001272714,0.001179003,0.755707,0.0005049229,0.00008322225,0.0001873588,0.2008855,0.0003469847,0.009513474,0.02427607,0.002163301,0.00502594],"study_design_scores_gemma":[0.0007940081,0.0001551789,0.894996,0.0003651791,0.0001288463,0.00003873132,0.05850461,0.004040994,0.0003256823,0.001256255,0.03857074,0.0008237548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863802,0.0004904832,0.0003704441,0.003906961,0.00031416,0.001096367,0.0001094628,0.0004793436,0.006852538],"genre_scores_gemma":[0.9940333,0.0007504959,0.002156897,0.0001342177,0.0007469637,0.0001784721,0.00003097708,0.0000966158,0.001872059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423809,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088282150812387,"score_gpt":0.3770668081479037,"score_spread":0.3661839866397798,"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."}}