{"id":"W4322756169","doi":"10.33137/rr.v45i3.40432","title":"Introduction: Digital Emblematica / Emblematica Númerique","year":2023,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Latin American Literature Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0003472804,0.00008534326,0.0001440455,0.00008557492,0.0005825845,0.0001844769,0.00007364972,0.00005011456,0.00005693358],"category_scores_gemma":[0.0002750842,0.00006267043,0.00002868496,0.0006532663,0.0002735864,0.001027116,0.00003776867,0.00008015898,0.000237004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004128031,"about_ca_system_score_gemma":0.00002930585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001787249,"about_ca_topic_score_gemma":0.00001272432,"domain_scores_codex":[0.9991179,0.00005093909,0.000218458,0.0001367096,0.0002517914,0.0002242641],"domain_scores_gemma":[0.9995708,0.00005225556,0.0001068412,0.0001263287,0.00008111035,0.00006259986],"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":[0.00004021593,0.00006396878,0.002057232,0.0006449048,0.0001216435,0.000008074693,0.1840034,0.00006014613,0.0004841094,0.2535975,0.4615713,0.09734754],"study_design_scores_gemma":[0.0002171637,0.00006323731,0.0043898,0.0001327621,0.00001432935,0.000008255497,0.02279034,0.0003231446,0.0001190854,0.01066195,0.9609911,0.0002888736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1603246,0.0008349479,0.001487061,0.09935765,0.001376712,0.001052452,0.00002918378,0.001478455,0.7340589],"genre_scores_gemma":[0.9952947,0.0004496819,0.0003465053,0.00009076858,0.0008892168,0.00002984811,0.00003013256,0.000007885843,0.002861228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8349701,"threshold_uncertainty_score":0.4480827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083096722765513,"score_gpt":0.2778918694755174,"score_spread":0.2670609022478622,"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."}}