{"id":"W4381570159","doi":"10.33137/cq.v7i1.38686","title":"Climate Change and Globalization: Food Security in the Caribbean","year":2023,"lang":"en","type":"article","venue":"Caribbean Quilt","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Livelihood; Climate change; Business; Agriculture; Food systems; Poverty; Population; Natural resource economics; Agricultural productivity; Development economics; Geography; Economic growth; Economics; Environmental health; Medicine; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004564638,0.0001805064,0.0001773522,0.00002087255,0.0002115777,0.0001583258,0.0003308895,0.0001325216,0.00006592984],"category_scores_gemma":[0.00007455483,0.00005847362,0.00005953563,0.001289573,0.00006512531,0.0001796096,0.0001840311,0.0001559092,0.00005164803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000333075,"about_ca_system_score_gemma":0.000002423183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002698931,"about_ca_topic_score_gemma":0.00829079,"domain_scores_codex":[0.9986213,0.0001253688,0.0001836547,0.0003139296,0.0002591424,0.0004965846],"domain_scores_gemma":[0.9995305,0.0001502451,0.00006566855,0.0001019093,0.00004933042,0.0001023649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002035405,0.0007133661,0.5384272,0.0004429839,0.0001015707,0.0004707984,0.07338817,0.000008731283,0.02489278,0.05625074,0.1529312,0.1521688],"study_design_scores_gemma":[0.0002982769,0.0003972726,0.9494807,0.00006343382,0.00002159074,0.00004693607,0.01496138,0.0001179107,0.0001435398,0.002675321,0.0314262,0.0003675109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837834,0.0003805309,5.336036e-8,0.01262483,0.0001587294,0.0004890909,0.0005604706,0.0001654491,0.001837492],"genre_scores_gemma":[0.9970472,0.0005759984,0.000002091569,0.00140078,0.000484713,0.00005678809,0.0004197339,0.000001545092,0.00001112519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4110534,"threshold_uncertainty_score":0.4626456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06753290659333877,"score_gpt":0.260146726262962,"score_spread":0.1926138196696232,"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."}}