{"id":"W2757531374","doi":"","title":"Vimy ridge, Canada's first world war memorial: Restoration challenges of an early-modern structure","year":2013,"lang":"en","type":"article","venue":"The Historic Environment Policy & Practice","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Perpetuity; Sacrifice; Law; Front (military); Beauty; Project commissioning; World War II; Ridge; Archaeology; Genius; Obligation; History; Publishing; Sociology; Environmental ethics; Management; Art history; Political science; Engineering; Geography; Philosophy; Cartography","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":[0.0001932915,0.0001726058,0.0001507278,0.00006854525,0.0004470847,0.00006549386,0.0003008122,0.00003348892,0.001151771],"category_scores_gemma":[0.00008158811,0.0001262668,0.00003452256,0.00004800966,0.0001034532,0.001350242,0.00007616929,0.000167107,0.00004147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005676695,"about_ca_system_score_gemma":0.00004478791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6727614,"about_ca_topic_score_gemma":0.6717284,"domain_scores_codex":[0.9987045,0.0001719054,0.00027454,0.000207513,0.0004424107,0.0001991381],"domain_scores_gemma":[0.9989226,0.0001599072,0.0003456411,0.0004656629,0.00004553702,0.00006064968],"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":[0.0003387944,0.0004775311,0.0001127261,0.0002586542,0.0003777124,0.0000109065,0.2361111,0.001384049,0.001670222,0.4752653,0.2506628,0.03333024],"study_design_scores_gemma":[0.0001683792,0.00007677617,0.002294164,0.000007155213,0.00007518636,6.655561e-7,0.001822194,0.0001258923,0.00004274973,0.002142034,0.993083,0.0001617839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5227322,0.00692807,0.00002203398,0.1417688,0.003611983,0.002527098,0.0001253105,0.0001809479,0.3221036],"genre_scores_gemma":[0.9691356,0.000614558,0.0001305535,0.0006930669,0.002304957,0.00004813829,0.00004439347,0.00002744281,0.02700123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7424202,"threshold_uncertainty_score":0.9997613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04518887585292991,"score_gpt":0.2239150206679266,"score_spread":0.1787261448149967,"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."}}