{"id":"W2560086165","doi":"10.3138/cart.51.4.3297","title":"An Exploratory Method for an Alternative Narrative of Housing History in Istanbul","year":2016,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Cross-Cultural and Social Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Subdivision; Graphics; Exploratory data analysis; Visualization; Data science; Computer science; Cluster analysis; Heuristic; Interpretation (philosophy); Geography; Data mining; Artificial intelligence; Archaeology; Computer graphics (images)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002754765,0.0005295809,0.0002710135,0.005550815,0.002064726,0.00454936,0.0007957508,0.0006824108,0.01204539],"category_scores_gemma":[0.007735275,0.0003196278,0.0004356719,0.006505748,0.001774388,0.002640088,0.002530636,0.0007623702,0.0009617474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450994,"about_ca_system_score_gemma":0.001649825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003059034,"about_ca_topic_score_gemma":0.00657697,"domain_scores_codex":[0.9980463,0.001276501,0.00007569374,0.0002081579,0.0002954604,0.00009791184],"domain_scores_gemma":[0.9963355,0.002548877,0.0001870796,0.0003776795,0.0004507189,0.0001001066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000512628,0.0001715007,0.01542555,0.0007848308,0.00005645987,0.002246451,0.2355215,0.003296097,0.01020614,0.4140905,0.02371623,0.2939721],"study_design_scores_gemma":[0.0001193644,0.0002398115,0.03323159,0.000758505,0.00009617795,0.002463476,0.2170624,0.04168614,0.01578506,0.137071,0.5512691,0.0002174115],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3096633,0.0005972252,0.5602951,0.003234203,0.0002949014,0.002391442,0.006477915,0.001988768,0.1150572],"genre_scores_gemma":[0.5320149,0.0002529527,0.4531773,0.0001203451,0.00004069094,0.002078837,0.001568996,0.0002570451,0.01048902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01204539,"threshold_uncertainty_score":0.04029584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340866251719897,"score_gpt":0.3793490635186414,"score_spread":0.3459404010014424,"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."}}