{"id":"W2049339300","doi":"10.1111/1467-9361.00194","title":"The Labor Market as a Smoothing Device: Labor Supply Responses to Crop Loss","year":2003,"lang":"en","type":"article","venue":"Review of Development Economics","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Job loss; Consumption (sociology); Shock (circulatory); Economics; Crop loss; Labour economics; Household income; Crop; Work (physics); Agriculture; Consumption smoothing; Nonfarm payrolls; Agricultural economics; Business; Unemployment; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001354578,0.0001803489,0.0002159803,0.0004325465,0.0002043705,0.0006785972,0.0002871373,0.0005219006,0.004120382],"category_scores_gemma":[0.008112591,0.0001383782,0.0002113273,0.0006129269,0.0003636623,0.0004670953,0.0005413848,0.0005250396,0.0005719962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919229,"about_ca_system_score_gemma":0.0001802362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431464,"about_ca_topic_score_gemma":0.001052926,"domain_scores_codex":[0.9992573,0.0004291642,0.00002423901,0.00006755845,0.0001293612,0.00009247488],"domain_scores_gemma":[0.9932445,0.003771131,0.002120192,0.0003259569,0.0003619421,0.0001764039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002550616,0.002046919,0.7122355,0.0005692643,0.0003438597,0.0007649339,0.009373203,0.01990811,0.0192312,0.01727424,0.005893921,0.2098083],"study_design_scores_gemma":[0.00005911068,0.0007024781,0.9403044,0.00009220274,0.00007368703,0.000181057,0.008213796,0.02166204,0.003827167,0.01524642,0.009588935,0.00004874011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890238,0.0003299334,0.002869586,0.0009419674,0.00002498138,0.0000352123,0.0001867093,0.00001887887,0.006568803],"genre_scores_gemma":[0.9976859,0.0002375657,0.0003287357,0.00009303223,0.00001975123,0.00001564164,0.00006090105,0.000004161962,0.001554289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004120382,"threshold_uncertainty_score":0.01378405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119242566485761,"score_gpt":0.2392677390799774,"score_spread":0.2280753134151198,"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."}}