{"id":"W1251812981","doi":"10.5206/entrehojas.v5i1.6154","title":"¿Qué twiteastes tú? Variation in second person singular preterit –s in Spanish tweets","year":2015,"lang":"en","type":"article","venue":"Entrehojas Revista de Estudios Hispánicos","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Verb; Linguistics; Variation (astronomy); Humanities; Perspective (graphical); Philosophy; Computer science; Artificial intelligence; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001958087,0.0001901345,0.0003740134,0.0002119473,0.0001315348,0.0001529012,0.0002847423,0.0001961831,0.0007257495],"category_scores_gemma":[0.003669836,0.0002112924,0.00006919225,0.000487148,0.0001078305,0.0002096897,0.00005612736,0.0002615318,0.0001208266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004874,"about_ca_system_score_gemma":0.0005737938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082384,"about_ca_topic_score_gemma":0.002817905,"domain_scores_codex":[0.997407,0.0007875318,0.0004318015,0.0004256572,0.0003971583,0.0005509164],"domain_scores_gemma":[0.9989581,0.0002085859,0.0001991957,0.0002507057,0.000148465,0.0002349663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001253962,0.0006112269,0.3047943,0.00008595407,0.00006266116,0.000412661,0.1917151,0.00009898416,0.0007284566,0.4921004,0.006846217,0.002418673],"study_design_scores_gemma":[0.004589149,0.0002198406,0.2519898,0.0002629949,0.00007318689,0.0000232715,0.01150985,0.0009965084,0.00004820369,0.002356475,0.7270899,0.0008407834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842754,0.0007875413,0.0005676537,0.001865794,0.0007160413,0.000723162,0.000009897263,0.0000939286,0.01096056],"genre_scores_gemma":[0.9970981,0.00003099899,0.001037998,0.0004312818,0.0004319686,0.00004500548,0.00001330513,0.00002190256,0.0008894283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7202437,"threshold_uncertainty_score":0.8616254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569133355597814,"score_gpt":0.2925000796006156,"score_spread":0.2568087460446374,"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."}}