{"id":"W416481369","doi":"","title":"The Exposed City: Mapping the Urban Invisibles","year":2010,"lang":"en","type":"book","venue":"","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cartography; Mental mapping; Visual arts; Art history; Art; Geography; Psychology; Cognitive psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006249095,0.0002497831,0.0001652358,0.00002282832,0.0006866952,0.0001909577,0.0009097549,0.0002647561,0.002592127],"category_scores_gemma":[0.0000411429,0.0001126047,0.0001092245,0.00007592709,0.0003784528,0.00005088727,0.0002366488,0.0007910369,0.001596746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007398777,"about_ca_system_score_gemma":0.00004161146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005673992,"about_ca_topic_score_gemma":0.00024877,"domain_scores_codex":[0.9986433,0.0000575108,0.0002176275,0.0003236411,0.0004245424,0.0003333247],"domain_scores_gemma":[0.9985897,0.0004862517,0.0001343266,0.0007073695,0.000005045144,0.00007733888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000342053,0.000004508116,0.001196479,0.000001918858,0.00001747235,0.000004617282,0.0002800109,0.000001548126,0.0001407611,0.0004141913,0.99497,0.002965092],"study_design_scores_gemma":[0.00007118815,0.00001800144,0.001286597,0.00001884598,0.00001690201,0.000008099456,0.00005624429,0.0001013509,0.00004502252,0.001011195,0.9971646,0.0002019683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002107431,0.0003121415,0.0001052828,0.0007692707,0.0003464645,0.0002659606,0.000007321769,0.00009072637,0.9978921],"genre_scores_gemma":[0.001898571,0.00004641374,0.0001045691,0.0008830836,0.0003098197,0.00001875295,0.00002632172,0.00002979652,0.9966826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.002763124,"threshold_uncertainty_score":0.9991806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029504042610229,"score_gpt":0.1914710519917815,"score_spread":0.1619670093815526,"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."}}