{"id":"W2542817043","doi":"10.1111/jori.12288","title":"From Participation To Repurchase: Low Income Households And Micro‐insurance","year":2019,"lang":"en","type":"preprint","venue":"Journal of Risk & Insurance","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foreign and Commonwealth Office","keywords":"Business; Quarter (Canadian coin); Cover (algebra); Finance; Financial services; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.001191158,0.0004157346,0.001421673,0.0003564813,0.0001551031,0.0001633893,0.0006393564,0.000494761,0.00004395669],"category_scores_gemma":[0.0004691433,0.000453883,0.0003328825,0.0002960562,0.00007888248,0.0003709733,0.0005148014,0.001221888,0.0002172294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856644,"about_ca_system_score_gemma":0.00009715393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368175,"about_ca_topic_score_gemma":0.00006128349,"domain_scores_codex":[0.9966775,0.00006395531,0.002000942,0.0007046362,0.0001420892,0.0004108998],"domain_scores_gemma":[0.995065,0.000144332,0.003586367,0.0007802973,0.0002291869,0.0001947785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004841544,0.0002845023,0.973543,0.0002162724,0.0001278141,0.00004902081,0.003788851,0.004662986,0.0009891805,0.0006775464,0.002179899,0.01299671],"study_design_scores_gemma":[0.001104688,0.0002003331,0.9543681,0.0009858536,0.00002142108,0.00001187785,0.00002136575,0.0001697253,0.001031323,0.0175893,0.02392898,0.0005670582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609699,0.02429469,0.007885255,0.0004633107,0.003176401,0.0003670391,0.002684534,0.00002112949,0.0001377845],"genre_scores_gemma":[0.9787377,0.01587873,0.003838934,0.000341927,0.0009820454,0.00001530267,0.00001943452,0.00006506626,0.0001208237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174908,"threshold_uncertainty_score":0.9997913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238771617114469,"score_gpt":0.2493489626266889,"score_spread":0.2269612464555442,"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."}}