{"id":"W3040840578","doi":"10.1088/1757-899x/869/2/022018","title":"Conservation &amp; Promotion “Dinh” in Hanoi Old Quarter","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Urbanization; Promotion (chess); Vietnamese; Government (linguistics); Value (mathematics); Environmental planning; Cultural heritage; Natural heritage; Local government; Business; Geography; Political science; Economic growth; Archaeology; Economics; Computer science; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002525007,0.0001049386,0.0001209963,0.00006715952,0.0001382627,0.0007748721,0.0001259386,0.00002078397,0.0006570339],"category_scores_gemma":[0.00007610123,0.00009205704,0.000008099715,0.0001127018,0.000144744,0.001782636,0.00005952242,0.00004313952,0.00002412052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001692587,"about_ca_system_score_gemma":0.00001825411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001925146,"about_ca_topic_score_gemma":0.0003427386,"domain_scores_codex":[0.9992505,0.00001061926,0.000182063,0.0001993739,0.0001715226,0.000185863],"domain_scores_gemma":[0.9997115,0.000007042752,0.00003931622,0.00007189834,0.000120267,0.00005001664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003092299,0.00001082287,0.0002044277,0.0002153766,0.00000363545,0.000002261433,0.03053762,0.00004404289,0.7799333,0.1880055,0.0004466634,0.000565381],"study_design_scores_gemma":[0.002275705,0.001187831,0.05771292,0.001006875,0.0000650275,0.00001436715,0.02321764,0.02422821,0.3636165,0.005271748,0.518537,0.002866187],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921091,0.000009011355,0.00007579127,0.004762894,0.0003253754,0.0001774396,0.000007292723,0.00008515478,0.002448004],"genre_scores_gemma":[0.9989179,0.00001664593,0.0001555531,0.0002385765,0.0001626043,0.00002125775,0.00001740821,0.00000542444,0.0004646417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180903,"threshold_uncertainty_score":0.7472109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004884645712152,"score_gpt":0.2203202644148653,"score_spread":0.1198317998436502,"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."}}