{"id":"W3136541825","doi":"10.22215/etd/2011-08858","title":"Kiva : an analysis of microfinance, NGOs and development discourses","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Auteur theory; Art; General interest; Political science; Ethnology; Art history; Philosophy; Sociology; Movie theater","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002763787,0.000328392,0.001194544,0.00109107,0.0001487649,0.00003244516,0.0003010976,0.0003765631,0.0009187837],"category_scores_gemma":[0.00002041624,0.0003577121,0.0001834523,0.0005817213,0.00005613421,0.000241104,0.00006574851,0.0001632797,0.00009597609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004702192,"about_ca_system_score_gemma":0.0000927671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996419,"about_ca_topic_score_gemma":0.003406164,"domain_scores_codex":[0.9978613,0.000008412193,0.001097332,0.0006959816,0.00004608561,0.0002908878],"domain_scores_gemma":[0.9984247,0.00001248911,0.0009663506,0.000439549,0.00008152648,0.00007535171],"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":[0.0003686659,0.001292437,0.2537594,0.0007795078,0.002661716,0.00001563797,0.02383322,0.00001303896,0.002296565,0.6505623,0.001467408,0.06295006],"study_design_scores_gemma":[0.0004372434,0.0001445524,0.8876166,0.0001152592,0.0003722853,9.755605e-7,0.001048029,0.00009496881,0.01257616,0.004825165,0.09160923,0.001159508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345625,0.006545632,0.0009474289,0.000008544206,0.0004295885,0.000242939,0.0002200627,0.00002351042,0.0570198],"genre_scores_gemma":[0.9404231,0.004039324,0.005224751,0.00007013259,0.00007176122,0.00005484471,0.002693936,0.00007221384,0.04734992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6457372,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228327163536595,"score_gpt":0.2495161439548317,"score_spread":0.2172328723194658,"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."}}