{"id":"W1627358011","doi":"","title":"PRESENTAN DICHO Y HECHO. ESPAÑOL COMO LENGUA EXTRANJERA. SERIE DE LIBROS","year":2015,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2015)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003544232,0.0005508935,0.0005732775,0.0001977544,0.0009730098,0.001352311,0.001327347,0.0004706457,0.002372172],"category_scores_gemma":[0.00169782,0.0005407311,0.000254569,0.0007625841,0.0007418973,0.002642372,0.0002569416,0.0009281497,0.002584581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204051,"about_ca_system_score_gemma":0.002153824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004860354,"about_ca_topic_score_gemma":0.0007768963,"domain_scores_codex":[0.9941865,0.00130434,0.0007783036,0.0008766159,0.001470603,0.001383589],"domain_scores_gemma":[0.9956224,0.0009464181,0.0005869824,0.0009841922,0.0005232809,0.001336731],"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":[0.000593634,0.001744456,0.03681948,0.000245602,0.0003530797,0.00007615494,0.07505272,0.0001770173,0.0004401764,0.01551416,0.8599032,0.009080281],"study_design_scores_gemma":[0.001242551,0.0001787407,0.01753136,0.0001626534,0.0001939588,0.00003094587,0.01168962,0.0005425817,0.0003050642,0.006509374,0.9608707,0.0007424671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6169252,0.01562726,0.0004419063,0.2154894,0.01989175,0.002198376,0.0003582253,0.0006610198,0.1284069],"genre_scores_gemma":[0.8911466,0.001430812,0.001642742,0.001640336,0.004193143,0.00008044236,0.00009434995,0.00008962537,0.09968194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2742214,"threshold_uncertainty_score":0.9997044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06044519301901951,"score_gpt":0.3836777942876496,"score_spread":0.3232326012686301,"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."}}