{"id":"W4298062656","doi":"10.52842/conf.ecaade.2013.1.301","title":"Exploring Reciprocal Relationships of Land-Uses in a Historical Mixed-Use Quarter of Istanbul","year":2013,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reciprocal; Quarter (Canadian coin); Adjacency list; Land use; Computer science; Geography; Data science; Civil engineering; Engineering; Archaeology","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":[0.0004914412,0.0001984576,0.0003382671,0.001865965,0.0008002731,0.001092986,0.0004735919,0.0002439451,0.002183023],"category_scores_gemma":[0.001269993,0.0002196818,0.000188549,0.003835352,0.0007716027,0.0008615518,0.000820328,0.0002663237,0.0002487568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105102,"about_ca_system_score_gemma":0.0002599492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02748234,"about_ca_topic_score_gemma":0.06401162,"domain_scores_codex":[0.9996148,0.0001423245,0.00002235559,0.00009059343,0.00004944385,0.00008031241],"domain_scores_gemma":[0.9994459,0.0001550063,0.0001499776,0.00007358256,0.0001163003,0.00005930834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002764646,0.00007795142,0.9633322,0.0000537154,0.0001704289,0.0008837915,0.007239529,0.002541036,0.003168783,0.001324303,0.0003837998,0.02054807],"study_design_scores_gemma":[0.000004173337,0.00003372551,0.984866,0.00001285363,0.00002587001,0.0003222716,0.007926713,0.003726111,0.0006675541,0.00042582,0.00197279,0.0000160862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988911,0.00006672285,0.0002017603,0.00002073263,0.000001540973,0.000003223985,0.0001512539,0.000002630572,0.0006610433],"genre_scores_gemma":[0.9994907,0.00002455876,0.0001880481,0.000003729333,0.000001162835,0.000003149321,0.0001491291,0.000002656786,0.0001367439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02748234,"threshold_uncertainty_score":0.0546447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07636025969445666,"score_gpt":0.2073656403699098,"score_spread":0.1310053806754531,"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."}}