{"id":"W7072113254","doi":"","title":"What are the Social, Physical and Economic Problems of Slums
\\nand their Expectations from the Urban City?","year":2010,"lang":"en","type":"dissertation","venue":"tedprints (TED Ankara College Foundation Schools)","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slum; Poverty; Dilemma; Urbanization; Unemployment; Quarter (Canadian coin); Rural area; Scope (computer science); Gentrification","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":[0.001033164,0.0002449978,0.0002901954,0.000846575,0.002366608,0.003547506,0.0005759501,0.0009810326,0.003461235],"category_scores_gemma":[0.001903339,0.0002662163,0.000325974,0.0007682527,0.003951744,0.002447737,0.001852971,0.00105668,0.0004583791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318877,"about_ca_system_score_gemma":0.002078766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03091099,"about_ca_topic_score_gemma":0.06333092,"domain_scores_codex":[0.9988722,0.0004298609,0.00003945515,0.00007538803,0.000122293,0.0004608037],"domain_scores_gemma":[0.9988467,0.0001631156,0.0003207946,0.00002779172,0.0001710381,0.0004706373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001099236,0.0003557219,0.6077376,0.0007817522,0.00005718881,0.003964016,0.2573113,0.0003777622,0.0007268788,0.008776486,0.01662531,0.103176],"study_design_scores_gemma":[0.000004073523,0.00009653473,0.2625303,0.0003275511,0.0000107312,0.0006689789,0.7214346,0.0001740224,0.0000771613,0.001371981,0.01326875,0.0000352881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651946,0.003028288,0.00009680937,0.01734527,0.00011648,0.00001865066,0.000167657,0.000007710477,0.01402448],"genre_scores_gemma":[0.9956691,0.002037154,0.00006285842,0.0007196647,0.00003811571,0.00001260139,0.00007353164,0.00000223447,0.001384815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03091099,"threshold_uncertainty_score":0.06146216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491796321946397,"score_gpt":0.3020989864310943,"score_spread":0.2771810232116304,"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."}}