{"id":"W4390765172","doi":"10.1002/ppp3.10480","title":"Coffee breeding in a time of crisis: F<sub>1</sub> hybrids in Central America since 1990","year":2024,"lang":"en","type":"article","venue":"Plants People Planet","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Livelihood; Sustainability; Agriculture; Business; Monoculture; Modernization theory; Agroforestry; Geography; Agricultural economics; Economy; Economic growth; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009073793,0.0001693273,0.0002875746,0.00003322064,0.00003255474,0.00006400713,0.0002456512,0.00009538782,0.0002289561],"category_scores_gemma":[0.00001480693,0.00006861464,0.00003732658,0.000503301,0.00002094055,0.0001129703,0.00006056111,0.0002148124,0.0001462865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000301822,"about_ca_system_score_gemma":0.00001222238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159444,"about_ca_topic_score_gemma":0.004407857,"domain_scores_codex":[0.9987016,0.00004401398,0.0002763642,0.0003189617,0.0002389003,0.0004202118],"domain_scores_gemma":[0.9996104,0.0002103033,0.00004998092,0.00003793946,0.00000632614,0.0000850084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006709045,0.0001621722,0.01912304,0.00005817168,0.00001831134,0.0001637877,0.0007380365,0.00002374337,0.9287298,0.00001942788,0.042534,0.008362387],"study_design_scores_gemma":[0.0003161967,0.0004427328,0.9362875,0.0004081685,0.0000193544,0.0001560128,0.001367211,0.001023422,0.03393971,0.00007136026,0.02542725,0.0005410608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965651,0.0005164333,1.319083e-7,0.001207228,0.000143825,0.0001332077,0.001162982,0.00007004883,0.0002010683],"genre_scores_gemma":[0.9984571,0.0002499191,0.000006495067,0.000115916,0.0001693077,0.00000491386,0.0009737534,0.000001451688,0.00002110207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9171645,"threshold_uncertainty_score":0.2798024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006503455984049376,"score_gpt":0.1759792911371472,"score_spread":0.1694758351530978,"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."}}