{"id":"W4412044108","doi":"10.1038/s40494-025-01770-3","title":"Construction of architectural heritage corridors in the Hubei section of the Tea Road","year":2025,"lang":"en","type":"article","venue":"npj Heritage Science","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Section (typography); Architectural engineering; Geography; Transport engineering; Civil engineering; Engineering; Business; Advertising","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":[0.0004542388,0.0003437518,0.0001661698,0.001731844,0.001121526,0.001019693,0.0004087819,0.0002568259,0.002473853],"category_scores_gemma":[0.0007392566,0.0002015559,0.0003749463,0.001992905,0.0005399851,0.0004846381,0.0008314803,0.0002995478,0.0003253694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008096139,"about_ca_system_score_gemma":0.001953021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01265438,"about_ca_topic_score_gemma":0.03265791,"domain_scores_codex":[0.9996521,0.0001093193,0.00001512871,0.00005785023,0.00009430871,0.00007128469],"domain_scores_gemma":[0.9994918,0.00007101828,0.00006483311,0.00008575218,0.0001619353,0.0001246198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007268469,0.0004320338,0.3006722,0.0005482322,0.000141455,0.004186792,0.007607848,0.1882677,0.07403629,0.04052714,0.003367363,0.3794861],"study_design_scores_gemma":[0.00007695021,0.00141604,0.581644,0.0002850298,0.0002046634,0.00198261,0.03085947,0.2568075,0.05897798,0.0110807,0.05635853,0.000306584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609381,0.00006223233,0.03050382,0.00002288753,0.000009755692,0.0001693088,0.0002607214,0.0001553878,0.007877766],"genre_scores_gemma":[0.9708317,0.00004843806,0.026201,0.000001905918,0.00000106748,0.00007612793,0.0001896428,0.00001601045,0.002634225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265438,"threshold_uncertainty_score":0.02516145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005097410636663796,"score_gpt":0.1974707261169555,"score_spread":0.1923733154802917,"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."}}