{"id":"W650085991","doi":"","title":"Community renewal through municipal investment : a handbook for citizens and public officials","year":2003,"lang":"en","type":"book","venue":"McFarland eBooks","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Atlanta; Public administration; Work (physics); Investment (military); Political science; Archaeology; Engineering; Geography; Metropolitan area; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001059022,0.0004225741,0.0007656895,0.0001270736,0.003295409,0.0003001208,0.0003926105,0.0005296894,0.00008689813],"category_scores_gemma":[0.0003932841,0.0003905923,0.0002092478,0.00004703528,0.001131833,0.00009029514,0.0001641161,0.0004861986,0.00001375953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733944,"about_ca_system_score_gemma":0.001067524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445075,"about_ca_topic_score_gemma":0.02725573,"domain_scores_codex":[0.9973102,0.0006354097,0.0005047951,0.000382716,0.0004847057,0.0006821685],"domain_scores_gemma":[0.9979157,0.0007983127,0.0003195378,0.0004580855,0.0002711671,0.0002371392],"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":[0.00007805126,0.0001132526,0.0002519802,0.0001929387,0.0005958736,0.000006882675,0.1375503,3.616517e-7,0.000007109516,0.351244,0.5068169,0.003142356],"study_design_scores_gemma":[0.0007736931,0.0001383744,0.000008388237,0.0001221605,0.0001302557,0.000001746874,0.004217688,0.00000258725,0.000009284655,0.1421735,0.8520282,0.0003941264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007503544,0.003499508,0.0001231,0.0003953653,0.0004856083,0.001219484,0.000203026,0.0001318632,0.9931917],"genre_scores_gemma":[0.002779028,0.000605559,0.0004605792,0.002297429,0.0006597291,0.0002295692,0.0001288081,0.00005974996,0.9927796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3452113,"threshold_uncertainty_score":0.9998546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1376082230494664,"score_gpt":0.3269180289635552,"score_spread":0.1893098059140888,"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."}}