{"id":"W4403418035","doi":"10.32920/27183612","title":"Decameron 2.0: Web-based world by the Decameron Collective","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World Wide Web; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005414106,0.0004952246,0.0002606632,0.0006870669,0.002474534,0.005267222,0.0008418073,0.0008125714,0.03843176],"category_scores_gemma":[0.0009506095,0.0003411082,0.0002486828,0.0008934201,0.001426193,0.003193735,0.006739035,0.0007851865,0.005603265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009936497,"about_ca_system_score_gemma":0.001686622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01450656,"about_ca_topic_score_gemma":0.04131792,"domain_scores_codex":[0.999622,0.0001034101,0.000007515202,0.00006106336,0.0001116792,0.00009434886],"domain_scores_gemma":[0.9994125,0.00006611712,0.00001829429,0.0001524748,0.00004533649,0.0003051251],"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":[0.0005923102,0.0001839869,0.002691203,0.0002484107,0.00002579864,0.001016769,0.02212576,0.003967039,0.01382113,0.2201978,0.4454386,0.2896912],"study_design_scores_gemma":[0.00001814477,0.00002280945,0.0007320459,0.00005455154,0.000003594459,0.0001523893,0.002063343,0.001263112,0.0008427726,0.006697963,0.9881288,0.0000203554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06822535,0.001264734,0.05636929,0.001778026,0.0006491081,0.0003086828,0.002055344,0.01137884,0.8579705],"genre_scores_gemma":[0.3946228,0.001453994,0.06168377,0.0006343295,0.0001843702,0.000552688,0.00537577,0.006741371,0.5287509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03843176,"threshold_uncertainty_score":0.128567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04612091167194698,"score_gpt":0.2488234469351055,"score_spread":0.2027025352631585,"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."}}