{"id":"W3124773850","doi":"","title":"Labor Supply Responses to Adverse Shocks under Credit Constraints: Evidence from Bukidnon, Philippines","year":2006,"lang":"en","type":"preprint","venue":"Deep Blue (University of Michigan)","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Agency for International Development; International Development Research Centre; Government of Canada; United States Agency for International Development","keywords":"Consumption (sociology); Vulnerability (computing); Poverty; Economics; Imperfect; Consumption smoothing; Workfare; Shock (circulatory); Labour economics; Demographic economics; Unemployment; Economic growth; Welfare","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000855268,0.0003845673,0.0002940951,0.001002401,0.0005909923,0.0006601992,0.0007086418,0.0003826905,0.00226236],"category_scores_gemma":[0.003471534,0.0002347384,0.0001942476,0.002896503,0.0007075071,0.0004509077,0.0009410667,0.0004953248,0.0003319305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090563,"about_ca_system_score_gemma":0.0008383452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2411664,"about_ca_topic_score_gemma":0.2046553,"domain_scores_codex":[0.9995727,0.0002033486,0.00002109052,0.00005651879,0.00004536417,0.0001008912],"domain_scores_gemma":[0.9964006,0.0008864827,0.00152109,0.0001934528,0.0005475846,0.0004507578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002836278,0.0001307295,0.9793751,0.0001722517,0.0001513609,0.0004889464,0.004478574,0.00119513,0.0004145681,0.0003310212,0.002248742,0.01073],"study_design_scores_gemma":[0.00001632125,0.00007235481,0.9927521,0.00003629371,0.00003847535,0.00006004646,0.004239868,0.0007908857,0.0001461959,0.0001094252,0.001727882,0.0000103361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968339,0.0002547014,0.00009761436,0.0003261461,0.000002503615,0.000009983877,0.001433281,0.000007004573,0.001034879],"genre_scores_gemma":[0.9980503,0.0003377094,0.00006026511,0.00006724181,0.000006605027,0.00001812893,0.0009768322,0.000002910418,0.0004799208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2411664,"threshold_uncertainty_score":0.4795253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908794984370314,"score_gpt":0.2577772087685904,"score_spread":0.2386892589248873,"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."}}