{"id":"W3125408080","doi":"","title":"Juxtaposing Doers and Helpers in Development","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"CLARITY; Variety (cybernetics); Typology; Poverty; Government (linguistics); Community development; Face (sociological concept); Sociology; Public relations; Political science; Economic growth; Social science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001489352,0.0001059109,0.0001954354,0.0002259961,0.0002036487,0.00004953582,0.0001385491,0.00009819434,0.00003627816],"category_scores_gemma":[0.00004159282,0.000116278,0.00003806959,0.000156675,0.00003574501,0.000192573,0.00005189992,0.001396692,0.00006986762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529198,"about_ca_system_score_gemma":0.0003182739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001653461,"about_ca_topic_score_gemma":0.002974013,"domain_scores_codex":[0.9982518,0.000005534932,0.0003956765,0.0002064898,0.00002734363,0.001113131],"domain_scores_gemma":[0.9996787,0.000009598882,0.0001605988,0.00009025991,0.0000131982,0.00004762449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000322987,0.00007145495,0.1074918,0.000008897464,0.00002616042,0.000007853869,0.00207582,0.000004959944,0.004232987,0.8298432,0.00004208342,0.05616254],"study_design_scores_gemma":[0.002075417,0.0001788082,0.08705306,0.00006165575,0.000004781079,0.0004446698,0.001402389,0.0001329483,0.001495405,0.73974,0.1666591,0.0007518064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898818,0.004522589,0.001631388,0.00044703,0.0003676124,0.00006498345,0.000001364111,0.000008114755,0.003075138],"genre_scores_gemma":[0.9947755,0.003820238,0.0005166873,0.0001112011,0.0001097569,0.000002990618,0.000001362694,0.00001438725,0.0006478413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166617,"threshold_uncertainty_score":0.6068012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008586379652578663,"score_gpt":0.1977111146486188,"score_spread":0.1891247349960402,"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."}}