{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008278224,0.0001238226,0.0002742948,0.000590175,0.0005906493,0.001869764,0.0006702917,0.0008490729,0.01232745],"category_scores_gemma":[0.008148403,0.000162247,0.0003654414,0.000934191,0.0005839485,0.0008251887,0.0007072887,0.001660913,0.0008683185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005276559,"about_ca_system_score_gemma":0.0004139241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250687,"about_ca_topic_score_gemma":0.01235418,"domain_scores_codex":[0.9991457,0.0002397665,0.00005368245,0.0001117505,0.0001109211,0.0003381272],"domain_scores_gemma":[0.9806492,0.006435702,0.009232813,0.0004032799,0.0006180424,0.002660831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009049112,0.0001686291,0.9946643,0.0000118787,0.00002532972,0.0002046762,0.0004214074,0.0002185457,0.0001314234,0.0002821602,0.0002845346,0.003496573],"study_design_scores_gemma":[0.000003179369,0.00008835553,0.9951957,0.0000159359,0.00002015229,0.0001558593,0.002245351,0.001231196,0.0001472728,0.0005010114,0.0003880601,0.000008017357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978991,0.0001172501,0.0001306186,0.0004662141,0.000003572942,0.00001037013,0.0003007557,0.0000045832,0.001067693],"genre_scores_gemma":[0.999366,0.00003474459,0.00003027736,0.00002956941,0.000007264043,0.00000351302,0.0001181399,0.000001251178,0.0004091693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250687,"threshold_uncertainty_score":0.04123938,"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."}}