{"id":"W2899544093","doi":"","title":"PRESENTAN EL SIELE EN LA UNAM. EVALUACIÓN DEL ESPAÑOL","year":2017,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2019)","topic":"Educational Technology in Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Persona; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002049463,0.0006285926,0.0003523595,0.002125609,0.004136601,0.005191508,0.0006482858,0.0009378332,0.04428928],"category_scores_gemma":[0.003388852,0.0002444868,0.0002966065,0.003871753,0.001334148,0.001597054,0.00201676,0.001499145,0.006961389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0264174,"about_ca_system_score_gemma":0.04083972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8551621,"about_ca_topic_score_gemma":0.9273471,"domain_scores_codex":[0.9985421,0.0002544599,0.00004466156,0.0001708141,0.000714092,0.0002738935],"domain_scores_gemma":[0.9966439,0.0002944951,0.00009285047,0.00007724459,0.002327685,0.000563731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001180926,0.00007681734,0.01318629,0.0006740855,0.00002529085,0.000310504,0.007913638,0.0003515377,0.001198616,0.02211203,0.5102958,0.4437373],"study_design_scores_gemma":[0.000006559133,0.00001612963,0.02874669,0.0008069553,0.0000123082,0.0000801428,0.006349335,0.0001310058,0.0005299912,0.001407326,0.9618835,0.00002989886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05027186,0.1171626,0.00444332,0.0914012,0.005048906,0.0003181997,0.01210851,0.001030091,0.7182154],"genre_scores_gemma":[0.2150557,0.05419505,0.007790291,0.006169313,0.0005313039,0.0002225215,0.00554542,0.0004941102,0.7099963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8551621,"threshold_uncertainty_score":0.2913817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484007672273975,"score_gpt":0.3465011017648635,"score_spread":0.3216610250421238,"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."}}