{"id":"W4411618141","doi":"10.51847/v8mjbalcu7","title":"10.51847/v8mjbALcU7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Poverty reduction; Socioeconomics; Environmental health; Medicine; Economic growth; Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002159944,0.0001390877,0.0002876036,0.0001264779,0.0001331399,0.00004101809,0.0002564779,0.00009803724,0.9876061],"category_scores_gemma":[0.00002790147,0.0001696332,0.00009299986,0.0003022879,0.00002527069,0.0001450122,0.00006634044,0.00008908437,0.9946827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000057989,"about_ca_system_score_gemma":0.00001111427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007186036,"about_ca_topic_score_gemma":2.78472e-7,"domain_scores_codex":[0.9989234,0.00000561287,0.0003732154,0.0003492715,0.00002842963,0.0003200899],"domain_scores_gemma":[0.999462,0.00001191793,0.00007360734,0.0003406802,0.00001740718,0.00009438641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006663685,0.00009474121,0.00001188507,0.000007091318,0.00001089767,0.00000739687,0.00006520797,0.00004250831,0.00006963783,0.001277347,0.09565824,0.9026884],"study_design_scores_gemma":[0.0002028023,0.00009241172,0.000389164,0.000009852804,0.000001962286,0.000002911258,3.908985e-7,0.0001118105,0.00003640252,0.0003216762,0.9985959,0.0002347429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006530937,0.0006312401,0.00001797889,0.0003487552,0.00001100751,0.0001581379,0.00008601211,0.00006980496,0.9921461],"genre_scores_gemma":[0.002417399,0.00001144215,0.0001867724,0.0002651338,0.000165875,0.00001653272,0.00001759259,0.00002631916,0.9968929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9029377,"threshold_uncertainty_score":0.6917443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133268948116103,"score_gpt":0.1682326686984497,"score_spread":0.1568999792172886,"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."}}