{"id":"W2981166319","doi":"","title":"CRA: An Examiner's Perspective A Rundown of Community Development Investments","year":2019,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Business; Regional science; Environmental planning; Geography; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004740266,0.0001476362,0.0003236252,0.0003882514,0.0002023201,0.0001025598,0.0003009205,0.00009622155,0.00006005491],"category_scores_gemma":[0.0003783992,0.000186391,0.00004261187,0.0004792171,0.000172987,0.0004028189,0.0001972106,0.0001910622,0.00004082737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009735284,"about_ca_system_score_gemma":0.0004667704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08156031,"about_ca_topic_score_gemma":0.001838686,"domain_scores_codex":[0.9988511,0.0001006665,0.0004688051,0.0001470395,0.00005807016,0.0003743529],"domain_scores_gemma":[0.9991001,0.00007713044,0.0001920728,0.0003434033,0.0001010235,0.0001862156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001534822,0.0001582528,0.3162117,0.00001260749,0.00003381488,1.289036e-7,0.005866551,0.000002139798,8.656782e-7,0.6771342,0.00005625645,0.0005220023],"study_design_scores_gemma":[0.0007128863,0.00004899159,0.8890064,0.000009818769,0.000002256128,0.000002038328,0.008017246,0.0001513178,0.000006145593,0.09769768,0.004162145,0.0001831285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363722,0.0001256807,0.00004676328,0.001649919,0.00009453208,0.0002095117,0.0002385603,0.00002052681,0.06124227],"genre_scores_gemma":[0.9984189,0.00005800381,0.0002895337,0.0008173413,0.00003169628,0.000008720745,0.00007720654,0.000009139808,0.0002894293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5794365,"threshold_uncertainty_score":0.9245557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05815684313628385,"score_gpt":0.2950758136147421,"score_spread":0.2369189704784583,"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."}}