{"id":"W2738528623","doi":"","title":"OPCIONES DE LA UNAM PARA ESTUDIAR INGLÉS Y FRANCÉS EN EL EXTRANJERO. DESTINOS, EU Y CANADÁ","year":2016,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2016)","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00643811,0.0005293154,0.0005589685,0.0002816013,0.001376497,0.000360088,0.0008989418,0.0006774091,0.001393266],"category_scores_gemma":[0.002400565,0.0004277793,0.0002242291,0.0006023143,0.0008009096,0.0005961477,0.000104069,0.0005714113,0.002039209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007528751,"about_ca_system_score_gemma":0.002787944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02725654,"about_ca_topic_score_gemma":0.003010665,"domain_scores_codex":[0.992777,0.003342193,0.000732945,0.0008716693,0.001063236,0.001212966],"domain_scores_gemma":[0.9957199,0.002047929,0.00044699,0.000807784,0.0003185227,0.0006589516],"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":[0.0001721958,0.001829337,0.3238492,0.0002981845,0.0006119311,0.00004561096,0.1215178,0.0002275539,0.01280936,0.03349321,0.2891752,0.2159704],"study_design_scores_gemma":[0.001540074,0.0001373596,0.4592698,0.0007090966,0.0002751942,0.00001519332,0.002538458,0.00009252546,0.0004995562,0.004001572,0.5299871,0.0009340907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215768,0.003037954,0.003057295,0.04083882,0.007138194,0.00115667,0.0001289901,0.0005130515,0.02255222],"genre_scores_gemma":[0.965335,0.002619552,0.001096309,0.0004338486,0.002014169,0.0001390839,0.00002072362,0.0000813971,0.02825994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2408119,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953143183045528,"score_gpt":0.3667272957858308,"score_spread":0.3371958639553755,"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."}}