{"id":"W3216450336","doi":"10.1038/s41558-021-01205-4","title":"Risk transfer policies and climate-induced immobility among smallholder farmers","year":2021,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Academy of Sciences","keywords":"Climate policy; Climate change; Natural resource economics; Business; Climate risk; Environmental science; Economics; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002361811,0.0002586542,0.0002797395,0.00001177461,0.0005168277,0.000105693,0.0001891777,0.0004816808,0.0002047639],"category_scores_gemma":[0.00005955453,0.00008771537,0.0001452736,0.0004345314,0.0001274112,0.0002488777,0.0001471585,0.0006135081,0.0000179537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000267658,"about_ca_system_score_gemma":0.000003785829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004128892,"about_ca_topic_score_gemma":0.004301861,"domain_scores_codex":[0.9982154,0.0001273826,0.0002203287,0.0005564442,0.0002490414,0.0006313951],"domain_scores_gemma":[0.999379,0.0001477184,0.00005982514,0.00008981666,0.0001333534,0.0001902995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004445582,0.0001437354,0.750673,0.0000601629,0.0000212559,0.00003937233,0.001025063,4.30213e-7,0.2014048,0.0005284338,0.00009894966,0.04596036],"study_design_scores_gemma":[0.000141363,0.00009587008,0.9841546,0.00004008254,0.00003337154,0.00001874354,0.002869979,0.000007773885,0.01083292,0.00003886168,0.001493645,0.0002727465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944422,0.002305234,1.020257e-7,0.001587351,0.0002611895,0.0003047621,0.0002822861,0.000106236,0.0007106849],"genre_scores_gemma":[0.9893608,0.009425762,0.00001486982,0.000571543,0.0004460241,0.00003825844,0.0001036526,0.000001947729,0.00003712215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334816,"threshold_uncertainty_score":0.3975073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378303471249298,"score_gpt":0.2453786208767469,"score_spread":0.221595586164254,"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."}}