{"id":"W4399377929","doi":"10.1016/j.agee.2024.109090","title":"Shade tree functional traits drive critical ecosystem services in cocoa agroforestry systems","year":2024,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Cocoa and Sweet Potato Agronomy","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"International Institute of Tropical Agriculture; Direktoratet for Utviklingssamarbeid; Canada Research Chairs","keywords":"Ecosystem services; Agroforestry; Ecosystem; Tree (set theory); Woody plant; Biology; Ecology; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004003013,0.0004896024,0.0005295167,0.00004458173,0.000211413,0.0003923358,0.0003789522,0.000374022,0.0006219891],"category_scores_gemma":[0.000008235615,0.0001906897,0.0002661494,0.0003445949,0.00004068479,0.0003925066,0.0001266714,0.0004054228,0.001006499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567373,"about_ca_system_score_gemma":0.00001531371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004680829,"about_ca_topic_score_gemma":0.005793578,"domain_scores_codex":[0.9966905,0.0002302623,0.0007772464,0.0009832752,0.0006058948,0.0007128751],"domain_scores_gemma":[0.9990394,0.0004136964,0.0001020957,0.0001171685,0.00002529029,0.0003023716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000153929,0.001746616,0.03128209,0.00332075,0.0006219904,0.001355881,0.004443093,0.002110301,0.8613435,0.02966915,0.03849925,0.02545346],"study_design_scores_gemma":[0.0004525148,0.0003616092,0.3218483,0.001361697,0.0001116059,0.0004253739,0.006083971,0.005796715,0.001679115,0.0001471053,0.660572,0.001160005],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899946,0.004116316,0.00002833956,0.001286718,0.001139079,0.0009844119,0.0001487009,0.0002188353,0.002083005],"genre_scores_gemma":[0.9964679,0.0001032905,0.00001604148,0.00006335611,0.001633267,0.0005008887,0.0003890238,0.000005778181,0.000820428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8596644,"threshold_uncertainty_score":0.9997714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00833462902650203,"score_gpt":0.1811767247383013,"score_spread":0.1728420957117993,"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."}}