{"id":"W2484071685","doi":"10.9750/psas.136.259.296","title":"Occupational mapping of 1635 Edinburgh: an introduction","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Society of Antiquaries of Scotland","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Society of Antiquaries of London","keywords":"Quarter (Canadian coin); Work (physics); Distribution (mathematics); Plan (archaeology); Focus (optics); Order (exchange); Section (typography); Geography; Capital (architecture); Regional science; Cartography; Business; Archaeology; Engineering; Finance; Advertising","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006292486,0.0005301021,0.000182786,0.003925791,0.001167628,0.002316672,0.0007321429,0.0005914766,0.03117052],"category_scores_gemma":[0.001347215,0.0002948194,0.0002431074,0.006586411,0.000973566,0.002099857,0.001611691,0.0003863364,0.003660311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016162,"about_ca_system_score_gemma":0.001209147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06973568,"about_ca_topic_score_gemma":0.08472674,"domain_scores_codex":[0.9996643,0.00005749804,0.00004278037,0.00005462527,0.0001315719,0.00004929102],"domain_scores_gemma":[0.9997788,0.00005674206,0.00003109636,0.00002768971,0.00007452461,0.00003116841],"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":[0.00009701541,0.00005274259,0.01534638,0.001253492,0.00001771117,0.001559833,0.03334795,0.001019836,0.003161289,0.06063785,0.1456309,0.737875],"study_design_scores_gemma":[0.000003626013,0.00002946145,0.03006105,0.0001786633,0.000003966213,0.00024824,0.003687795,0.00009678378,0.0002357176,0.002631506,0.9628042,0.00001893763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1580339,0.06355777,0.03796279,0.01400094,0.00303514,0.0003440775,0.01805463,0.001349417,0.7036614],"genre_scores_gemma":[0.5252401,0.0603254,0.07197271,0.001896943,0.001732968,0.0002903262,0.01793458,0.0005564704,0.3200506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06973568,"threshold_uncertainty_score":0.1386595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609319526651315,"score_gpt":0.2388758662852503,"score_spread":0.2127826710187371,"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."}}