{"id":"W4363610237","doi":"10.4000/echogeo.22079","title":"Ho Chi Minh City, a Metropolitan Playing Field","year":2020,"lang":"en","type":"article","venue":"EchoGéo","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ho chi minh; Metropolitan area; Field (mathematics); Geography; Cartography; Mathematics; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001504737,0.00007892134,0.0001314014,0.0000168394,0.001169018,0.00003390854,0.0001951079,0.00006516228,0.001008035],"category_scores_gemma":[0.0004920366,0.000071387,0.00007849146,0.0002261701,0.0001194113,0.0001116981,0.00005229152,0.0001485338,0.0002060257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008946722,"about_ca_system_score_gemma":0.00004095894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000239086,"about_ca_topic_score_gemma":0.001204072,"domain_scores_codex":[0.9992234,0.00007201787,0.00009782959,0.0001716453,0.0002165723,0.0002185039],"domain_scores_gemma":[0.9997006,0.00001939487,0.00003645559,0.00007686104,0.0000319848,0.0001347228],"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":[0.00003280793,0.00005050968,0.009309133,0.00002689686,0.000087377,0.00003347303,0.3046553,7.804186e-7,0.000443948,0.2091258,0.4724955,0.003738487],"study_design_scores_gemma":[0.0001284545,0.000066709,0.0003152761,0.000009495279,0.00001711003,3.165034e-7,0.05817103,0.000005567697,0.00009709164,0.001441934,0.9395982,0.0001488108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01799559,0.001032732,0.0002147769,0.05133223,0.0004647687,0.0001346661,0.000004643442,0.0001751996,0.9286454],"genre_scores_gemma":[0.9905609,0.00003166314,0.0004444672,0.003315923,0.0007415537,0.000008776018,0.000001158418,0.000005653574,0.00488986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9725654,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04760827833183102,"score_gpt":0.3145793841037048,"score_spread":0.2669711057718738,"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."}}