{"id":"W3185419174","doi":"10.5539/jas.v13n8p91","title":"Prevalence and Incidence of Cassava (Manihot esculenta) Brown Leaf Spot Disease Caused by Cercospora heningsii in Macuata Province, Vanua Levu, Fiji","year":2021,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leaf spot; Cercospora; Manihot esculenta; Subtropics; Incidence (geometry); Biology; Crop; Tropics; Outbreak; Veterinary medicine; Geography; Horticulture; Agronomy; Ecology; Medicine","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":[0.001052776,0.0002103609,0.0003516659,0.00004774707,0.0002486092,0.000224094,0.0008254745,0.00006371224,0.0001736001],"category_scores_gemma":[0.0007163452,0.00007887829,0.0001330901,0.001396527,0.0005218686,0.001359155,0.0003519032,0.0003641968,0.000004339443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662495,"about_ca_system_score_gemma":0.0002766883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004925227,"about_ca_topic_score_gemma":0.001531025,"domain_scores_codex":[0.9968291,0.0001343881,0.0006203833,0.0004671917,0.001380283,0.0005686877],"domain_scores_gemma":[0.9980389,0.0002142187,0.0004547212,0.0001042426,0.000658775,0.0005291328],"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":[0.00006501976,0.0001571842,0.09039937,0.00005465833,0.000006443643,0.0002094361,0.0001066372,0.00001253011,0.9036307,0.00005034904,0.001736106,0.003571584],"study_design_scores_gemma":[0.000293164,0.0003305698,0.9480144,0.0002681819,0.00001950171,0.0002173212,0.0008401223,0.0000273378,0.04917848,0.0000789749,0.0005225525,0.0002093272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951887,0.002032461,0.000001597803,0.002261492,0.00009938373,0.0001999195,0.00006842708,0.000009501417,0.0001384827],"genre_scores_gemma":[0.997954,0.001047414,0.0000924882,0.00009267961,0.0001075468,0.000002951524,0.000008355554,0.000001092902,0.0006935398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8576151,"threshold_uncertainty_score":0.3216563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736741151354464,"score_gpt":0.2440583379191951,"score_spread":0.2266909264056505,"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."}}