{"id":"W4223952508","doi":"10.31219/osf.io/s6jxe","title":"Old Quarter in Hanoi","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Vietnamese; Center (category theory); Geography; History; Archaeology; Linguistics","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":[0.0002226506,0.0001816757,0.0001247685,0.0003360241,0.006023171,0.001942912,0.0002661574,0.0003448833,0.02525313],"category_scores_gemma":[0.0002881363,0.0001614374,0.00006809896,0.0008524038,0.001280991,0.00133822,0.001163729,0.0007274571,0.001373094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002478999,"about_ca_system_score_gemma":0.002071271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1141699,"about_ca_topic_score_gemma":0.2010557,"domain_scores_codex":[0.9998111,0.00003337673,0.000003157456,0.00002693404,0.00001574428,0.0001097123],"domain_scores_gemma":[0.9997745,0.00001837064,0.0000212472,0.000009003565,0.00002862069,0.0001482458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002560082,0.0002204773,0.06995615,0.0002831601,0.00001896736,0.007714841,0.5096545,0.000145618,0.003175243,0.1781595,0.1411348,0.08928072],"study_design_scores_gemma":[0.00001121514,0.00007425569,0.07534351,0.0001113165,0.000006724222,0.0006665093,0.2147246,0.0001225136,0.0004781954,0.002120458,0.7063252,0.00001558806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7397646,0.002225635,0.0002773291,0.004698099,0.0006492087,0.00003673762,0.0005762239,0.00003004196,0.2517421],"genre_scores_gemma":[0.8469531,0.0008646264,0.0001603731,0.0007878115,0.00009674324,0.00002165464,0.0002448948,0.00003085275,0.1508399],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1141699,"threshold_uncertainty_score":0.2270107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838407067844597,"score_gpt":0.320650158721151,"score_spread":0.292266088042705,"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."}}