{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001837644,0.0002182629,0.0001002127,0.0002194896,0.00459532,0.001901892,0.0002732422,0.0003978727,0.008572815],"category_scores_gemma":[0.0001958061,0.0001879492,0.00005770291,0.001049661,0.001449949,0.0011167,0.001199741,0.0006779158,0.0004012633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004138142,"about_ca_system_score_gemma":0.007140301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2360531,"about_ca_topic_score_gemma":0.474413,"domain_scores_codex":[0.9998984,0.00001829228,0.000002143692,0.00001665096,0.00001118572,0.00005326183],"domain_scores_gemma":[0.9998357,0.00001470614,0.00001772274,0.000005708472,0.00001989935,0.0001061831],"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":[0.0001657468,0.0001905121,0.2351842,0.001021846,0.00005879866,0.008079357,0.2461081,0.0005851226,0.007499407,0.1592376,0.1904046,0.1514646],"study_design_scores_gemma":[0.00001129058,0.00007792107,0.1367777,0.0003117556,0.00001595544,0.0008075821,0.275121,0.0002642174,0.0003752283,0.002662189,0.5835479,0.00002710046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348178,0.004113284,0.0003064529,0.02220596,0.0006014001,0.00008367999,0.0008980182,0.00003224583,0.1369412],"genre_scores_gemma":[0.9499021,0.002319173,0.0003937816,0.001277184,0.00008107356,0.00004895597,0.0003828417,0.00001677226,0.04557818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360531,"threshold_uncertainty_score":0.4693582,"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."}}