{"id":"W2489513186","doi":"10.4324/9780203391150_chapter_8","title":"Conclusion","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002062177,0.000515672,0.0003520999,0.001025678,0.002915129,0.00606969,0.0016255,0.002465894,0.2067169],"category_scores_gemma":[0.007463429,0.0001743316,0.0005992548,0.001151876,0.001112224,0.003346032,0.003247698,0.0022142,0.08037109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771794,"about_ca_system_score_gemma":0.005265583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006966732,"about_ca_topic_score_gemma":0.008140498,"domain_scores_codex":[0.997514,0.0003646729,0.00009076847,0.0005080532,0.001002625,0.0005198289],"domain_scores_gemma":[0.9972214,0.0003243191,0.0001242322,0.0002614081,0.001576565,0.0004921108],"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":[0.0001111917,0.00006855322,0.003332748,0.0004416956,0.00001964765,0.0003733522,0.002948746,0.0002176083,0.00048412,0.1698976,0.645531,0.1765738],"study_design_scores_gemma":[0.000005615769,0.00001282815,0.001185176,0.0002381448,0.000005499588,0.0001322461,0.001549873,0.00004411525,0.000182255,0.009733219,0.9869054,0.000005569098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006322475,0.002880161,0.005101419,0.04452885,0.00567287,0.000160206,0.001748403,0.0004710589,0.9331146],"genre_scores_gemma":[0.08163051,0.003522025,0.004730559,0.0345926,0.001211246,0.0002114828,0.002821216,0.000486425,0.8707941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.793283,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080638308443938,"score_gpt":0.2747887025529436,"score_spread":0.2539823194685042,"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."}}