{"id":"W3172835590","doi":"10.1051/e3sconf/202126305043","title":"Dealing with heritage Hanoi Old Quarter","year":2021,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Financial Crisis of the 21st Century","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanization; Quarter (Canadian coin); Architecture; Architectural engineering; Population; Urban planning; Business; Computer science; Regional science; Geography; Civil engineering; Economic growth; Sociology; Engineering; Economics; Archaeology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002046825,0.0001289321,0.0004049959,0.0000949016,0.00005224004,0.00006260925,0.0002321898,0.00007211796,0.00129312],"category_scores_gemma":[0.0000630698,0.0001319706,0.00008612733,0.0001468303,0.00007910983,0.0001576296,0.0000462705,0.0001042593,0.0001633686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001523212,"about_ca_system_score_gemma":0.0001636035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002190174,"about_ca_topic_score_gemma":0.0002620305,"domain_scores_codex":[0.999005,0.00001135002,0.000417692,0.0002981805,0.00005414104,0.0002136623],"domain_scores_gemma":[0.9992416,0.00004234233,0.0002690358,0.0003100552,0.00008451509,0.00005246067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002614544,0.00006633224,0.1158773,0.00004454485,0.00005744432,0.00001577337,0.0002425967,0.00001541063,0.0002509802,0.8820259,0.00073938,0.0006382095],"study_design_scores_gemma":[0.003497597,0.0008722313,0.2646953,0.000523348,0.00006575479,0.00003736634,0.003334415,0.00162649,0.0306579,0.1576211,0.5351451,0.001923341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.771941,0.002960028,0.0005310428,0.001489308,0.0004690288,0.00009286855,0.00007908843,0.0000364979,0.2224011],"genre_scores_gemma":[0.9968007,0.0002054543,0.001548373,0.0001627611,0.00006899569,0.00000578555,0.00000899511,0.0000132119,0.001185736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7244048,"threshold_uncertainty_score":0.9996198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359768981508105,"score_gpt":0.2063925488633538,"score_spread":0.1827948590482728,"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."}}