{"id":"W4403304303","doi":"10.1002/fes3.70012","title":"How Do Household Coping Strategies Evolve With Increased Food Insecurity? An Examination of Nigeria's Food Price Shock of 2015–2018","year":2024,"lang":"en","type":"article","venue":"Food and Energy Security","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Food insecurity; Shock (circulatory); Coping (psychology); Food security; Economics; Natural resource economics; Business; Psychology; Agriculture; Medicine; Biology; Ecology","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":[0.0004514268,0.0001821803,0.0002136254,0.0005513448,0.0007051552,0.001026791,0.000256647,0.0005457974,0.00191288],"category_scores_gemma":[0.001268098,0.0001703717,0.0003079532,0.0007520316,0.000445561,0.0008393687,0.0008643965,0.0007499019,0.0001882756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470778,"about_ca_system_score_gemma":0.0004513242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116018,"about_ca_topic_score_gemma":0.02382238,"domain_scores_codex":[0.9998122,0.00005073909,0.00001665633,0.00002754346,0.00002099044,0.00007191527],"domain_scores_gemma":[0.9994874,0.00009151191,0.0002447881,0.00001853865,0.0000522951,0.000105461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006285375,0.00008501298,0.9881592,0.00003377892,0.00002694863,0.0002905768,0.005294246,0.0001092129,0.0002479498,0.000217268,0.0005341672,0.004938737],"study_design_scores_gemma":[8.355142e-7,0.00003335334,0.9800075,0.00002749805,0.00000394202,0.00006673121,0.01903799,0.000137985,0.0000392565,0.00006615055,0.0005745344,0.000004296844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987172,0.0001554799,0.00003302843,0.0002821636,0.00001099334,0.000007025407,0.0002143446,0.000001022201,0.0005787183],"genre_scores_gemma":[0.9993771,0.0001686165,0.00002848591,0.00003902189,0.000005415698,0.000007831935,0.0001811509,5.125145e-7,0.0001918962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116018,"threshold_uncertainty_score":0.02306855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294635959474554,"score_gpt":0.1954124696535786,"score_spread":0.1824661100588331,"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."}}