{"id":"W1603204618","doi":"10.4324/9781315765976","title":"Beyond Gated Communities","year":2015,"lang":"en","type":"book","venue":"","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0008589452,0.0004581279,0.0003748619,0.000943915,0.005931744,0.008407836,0.001251799,0.002591311,0.02828423],"category_scores_gemma":[0.001989743,0.0002432897,0.0003102394,0.00151552,0.01018177,0.01095561,0.007944114,0.003265169,0.005669905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003735115,"about_ca_system_score_gemma":0.004595669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004828741,"about_ca_topic_score_gemma":0.01231981,"domain_scores_codex":[0.9987893,0.0005330928,0.00002313142,0.0001451598,0.0003063046,0.0002030699],"domain_scores_gemma":[0.999283,0.0002439237,0.00003284436,0.0001320194,0.000115872,0.0001922795],"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":[0.000003808947,0.000007130955,0.00003848481,0.00005680272,0.00000121173,0.00005422081,0.003567086,0.0001310604,0.00003880349,0.9407231,0.0380402,0.01733803],"study_design_scores_gemma":[0.000002462917,0.000006167074,0.00007240637,0.0001552936,0.000001245742,0.00006504352,0.001780709,0.000147138,0.00005226483,0.1710755,0.826638,0.000003779352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003020739,0.007711586,0.005799392,0.007735499,0.001212135,0.00004958428,0.00004936431,0.00008209002,0.9743396],"genre_scores_gemma":[0.1593313,0.01101894,0.004017544,0.005391926,0.0008632277,0.0001883268,0.000155022,0.0002264894,0.8188071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02828423,"threshold_uncertainty_score":0.09462017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099400698684141,"score_gpt":0.2920669007033468,"score_spread":0.2410728937165054,"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."}}