{"id":"W4200578994","doi":"10.1017/9781108377447.028","title":"Epilogue","year":2021,"lang":"en","type":"other","venue":"","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Content (measure theory); World Wide Web; Information retrieval; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004315741,0.0009470084,0.001295371,0.004510606,0.0008253547,0.002466972,0.001327324,0.002476937,0.6742294],"category_scores_gemma":[0.0408246,0.0006400144,0.001603862,0.002739113,0.0004935493,0.002293871,0.001938761,0.002823362,0.1814498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560485,"about_ca_system_score_gemma":0.004019482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008428537,"about_ca_topic_score_gemma":0.007687571,"domain_scores_codex":[0.9977927,0.0008113253,0.0003531626,0.0002219536,0.00051022,0.0003106181],"domain_scores_gemma":[0.9824309,0.006594303,0.001272408,0.0009895352,0.006864069,0.001848764],"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":[0.0001129851,0.000009490636,0.0001433216,0.002103643,0.0000108541,0.00003715479,0.00002163852,0.00002181617,0.00002336272,0.0005373385,0.9868914,0.01008703],"study_design_scores_gemma":[0.0002631583,0.0000434532,0.002558315,0.002860474,0.00003204995,0.0001263441,0.0001074825,0.00005096679,0.0001013489,0.001475818,0.9923525,0.00002799096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0007589454,0.004509527,0.001821039,0.05588649,0.07351425,0.006110553,0.7250067,0.00243157,0.1299609],"genre_scores_gemma":[0.01444131,0.01508383,0.006921104,0.09910877,0.03707171,0.02260695,0.2794721,0.002293656,0.5230007],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3257706,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062823237006201,"score_gpt":0.32442543496419,"score_spread":0.2937972025941279,"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."}}