{"id":"W4391427541","doi":"10.22191/buuj/7/1/3","title":"Addressing the Role of Climate Change in Agriculture and Mexico-US Immigration","year":2021,"lang":"en","type":"article","venue":"Binghamton University Undergraduate Journal","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Agriculture; Immigration; Equity (law); Development economics; Natural resource economics; Psychological resilience; Food security; Dilemma; Geography; Political science; Economic growth; Economics; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005564252,0.00008904975,0.0001300898,0.0001371402,0.0008753795,0.000126341,0.0001235857,0.00009006394,0.0000243436],"category_scores_gemma":[0.00007197158,0.00007605401,0.00005913304,0.000572774,0.0001315898,0.000635159,0.00005130914,0.0002105228,0.000001754937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415112,"about_ca_system_score_gemma":0.0001365957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002240153,"about_ca_topic_score_gemma":0.07093029,"domain_scores_codex":[0.9987243,0.0004142881,0.0001694713,0.0001404343,0.0003214178,0.0002300727],"domain_scores_gemma":[0.9992399,0.00009906031,0.0002566772,0.0000741753,0.000251651,0.00007855848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002023155,0.0003903403,0.4237727,0.0000783155,0.0001142792,0.0002405595,0.3041604,0.0002602213,0.03928601,0.1507523,0.0007168142,0.08002579],"study_design_scores_gemma":[0.001989519,0.0001065995,0.2999771,0.0006314954,0.000176036,0.0001399699,0.6023155,0.002592328,0.004270833,0.01061817,0.07662927,0.0005531769],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749009,0.001187743,0.0001367897,0.0152104,0.0001873037,0.0001869221,0.00001325444,0.00002444506,0.008152242],"genre_scores_gemma":[0.9858142,0.01358023,0.0001834641,0.00008722748,0.0001304706,4.151065e-7,0.00001226007,0.000005312085,0.0001864272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2981552,"threshold_uncertainty_score":0.9460228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09420836739709813,"score_gpt":0.2930126175176203,"score_spread":0.1988042501205221,"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."}}