{"id":"W3118295825","doi":"","title":"PRESENTAN DICHO Y HECHO. ESPAÑOL COMO LENGUA EXTRANJERA. SERIE DE LIBROS","year":2016,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2019)","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002159366,0.0005307915,0.0005298351,0.000187225,0.001160628,0.0008862613,0.001304857,0.000445614,0.006141355],"category_scores_gemma":[0.001210912,0.0004148681,0.0003001586,0.0005591544,0.0008484416,0.002688299,0.0002267439,0.000579546,0.003930621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108305,"about_ca_system_score_gemma":0.001151048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003496726,"about_ca_topic_score_gemma":0.0003156459,"domain_scores_codex":[0.9947372,0.001074349,0.00075902,0.0009240179,0.001103026,0.001402356],"domain_scores_gemma":[0.9954448,0.001921058,0.0005836198,0.001002234,0.0002975371,0.0007507912],"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":[0.0008278731,0.002234144,0.09219206,0.0003361174,0.0006226687,0.00008081426,0.03676913,0.00001822659,0.009574386,0.04593905,0.7054131,0.1059924],"study_design_scores_gemma":[0.001198844,0.000171882,0.06924357,0.0003741653,0.0001643496,0.00002362938,0.001953849,0.00004768788,0.001190469,0.005969497,0.9189178,0.0007442705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7621356,0.00703296,0.0004991603,0.1551359,0.01223591,0.001561342,0.0005801784,0.0004705789,0.06034847],"genre_scores_gemma":[0.8294384,0.004543323,0.0008247957,0.001248078,0.003051593,0.00005902104,0.00003972758,0.00007960104,0.1607154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2135047,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694289757970948,"score_gpt":0.3336545324822394,"score_spread":0.3067116349025299,"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."}}