{"id":"W4412585485","doi":"10.1007/s13412-025-01038-z","title":"El Niño-Southern Oscillation impacts in a coffee growing region of Colombia and adaptations mechanisms among coffee producers","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Studies and Sciences","topic":"Coffee research and impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Universidad de Antioquia; International Development Research Centre; Universidad Nacional de Colombia; Corporación Universitaria Remington; Universidad EAFIT","keywords":"Sustainable development; Southern oscillation; Oscillation (cell signaling); Geography; El Niño Southern Oscillation; Environmental science; Economic geography; Climatology; Biology; Ecology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006255753,0.00007252533,0.0002415855,0.0001997891,0.0001566881,0.00001822088,0.00004235313,0.00002267845,0.000006040029],"category_scores_gemma":[0.000253383,0.00004919182,0.00003358475,0.0001994288,0.000535223,0.0002395727,0.00005923842,0.00009497778,1.690229e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009261943,"about_ca_system_score_gemma":0.00005480998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006460576,"about_ca_topic_score_gemma":0.00005765687,"domain_scores_codex":[0.9991301,0.00004183383,0.0002584317,0.0001142762,0.0003051932,0.0001501518],"domain_scores_gemma":[0.9995859,0.0001141843,0.0001543816,0.00004118054,0.00001950073,0.00008483502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002992434,0.0001681026,0.8630006,0.0001599207,0.0001874694,0.0000399135,0.00675596,0.00006642614,0.1120963,0.0002501823,0.0002335812,0.01674231],"study_design_scores_gemma":[0.0009180815,0.001115625,0.9696317,0.0004620943,0.00004583686,0.00004806511,0.02508407,0.000183012,0.00125648,0.001176394,0.00003089201,0.00004777851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923629,0.005431668,0.00003828285,0.001772434,0.00005118898,0.0001719005,0.000002163242,0.000001385641,0.0001680586],"genre_scores_gemma":[0.9949208,0.004705723,0.0002228183,0.00005814578,0.0000157869,0.000001259892,1.962847e-7,0.000002186531,0.00007304921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108398,"threshold_uncertainty_score":0.2005984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03595577975723784,"score_gpt":0.3171871894444501,"score_spread":0.2812314096872122,"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."}}