{"id":"W4245101679","doi":"10.18192/rceh.v41i1.2038","title":"Introducción","year":2016,"lang":"es","type":"article","venue":"Revista Canadiense de Estudios Hispánicos","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003028032,0.001039609,0.0006562024,0.003796439,0.001676108,0.003710049,0.001706241,0.001469358,0.165612],"category_scores_gemma":[0.0130275,0.0002853887,0.0004898041,0.00491772,0.001420327,0.002355733,0.003204222,0.002260598,0.03126158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226612,"about_ca_system_score_gemma":0.004701578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007731268,"about_ca_topic_score_gemma":0.006554139,"domain_scores_codex":[0.9982759,0.0006498221,0.0001206502,0.0002999388,0.0004585009,0.0001951275],"domain_scores_gemma":[0.9945857,0.002219054,0.000402419,0.0004636932,0.001662968,0.0006662558],"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":[0.000110345,0.000109185,0.003969432,0.003120479,0.0000355205,0.0003268028,0.004237026,0.000110353,0.0002154893,0.04976026,0.6646385,0.2733666],"study_design_scores_gemma":[0.000007208814,0.00001972442,0.001382777,0.001922471,0.00001289095,0.000163148,0.001112681,0.00001296817,0.00006529035,0.00345559,0.9918378,0.000007456567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01202556,0.1914167,0.007972766,0.1002979,0.115431,0.0008222441,0.01217403,0.0008473512,0.5590125],"genre_scores_gemma":[0.1054922,0.2387396,0.01403044,0.05960183,0.06967779,0.003111476,0.014621,0.00112828,0.4935974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.834388,"threshold_uncertainty_score":0.5540274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239831361664478,"score_gpt":0.2439111756199067,"score_spread":0.231512862003262,"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."}}