{"id":"W4398239849","doi":"10.3390/agronomy14061107","title":"Optimizing Pathogen Control through Mixed Cocoa–Plantain Agroecosystems in the Ecuadorian Coastal Region","year":2024,"lang":"en","type":"article","venue":"Agronomy","topic":"Cocoa and Sweet Potato Agronomy","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Agroecosystem; Agroforestry; Geography; Agriculture; Agronomy; Environmental science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005899036,0.0004264946,0.0002933094,0.0006089987,0.0004322236,0.0009483077,0.0006762181,0.0001891322,0.0008793661],"category_scores_gemma":[0.0006705,0.00009910764,0.0001952183,0.000503037,0.0002427792,0.0007116792,0.0006072674,0.0001936311,0.0000883153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120905,"about_ca_system_score_gemma":0.000869693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620664,"about_ca_topic_score_gemma":0.02934532,"domain_scores_codex":[0.9996974,0.00008147006,0.00002389459,0.00008002559,0.00002984452,0.00008736295],"domain_scores_gemma":[0.9995596,0.00005495918,0.0001473377,0.00002946874,0.00009047679,0.0001181957],"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":[0.00189149,0.001106339,0.284897,0.001277705,0.0003083903,0.002474213,0.002440414,0.002952021,0.5224231,0.0007400347,0.0009273399,0.1785619],"study_design_scores_gemma":[0.00009319319,0.002115573,0.952424,0.0001460374,0.0002742885,0.0004386384,0.006115458,0.00621237,0.02131613,0.0002744541,0.0105531,0.00003670814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980805,0.000567614,0.0005314165,0.00006926468,0.000006053487,0.00003654321,0.00006134024,0.00001800737,0.0006293097],"genre_scores_gemma":[0.9962984,0.0004890272,0.002519108,0.00004038328,0.000005635361,0.0000667133,0.0001563411,0.0000065564,0.0004180018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01620664,"threshold_uncertainty_score":0.0322246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795495706067991,"score_gpt":0.2127911437065776,"score_spread":0.1948361866458977,"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."}}