{"id":"W4387261525","doi":"10.4038/tar.v34i4.8675","title":"Dynamics of Rice Brown Leaf Spot Disease (<em>Bipolaris oryzae</em>) Incidences Due to Seasonal Weather Differences in the Dry Zone of Sri Lanka","year":2023,"lang":"en","type":"article","venue":"Tropical Agricultural Research","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Crop; Wet season; Sri lanka; Dry season; Agriculture; Hot weather; Incidence (geometry); Biology; Agronomy; Veterinary medicine; Environmental science; Ecology; Medicine; Geography; Meteorology; Mathematics","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":[0.0001330084,0.0001775175,0.0001466688,0.0003905337,0.0001777785,0.0003250647,0.0001001013,0.0001060878,0.0004917259],"category_scores_gemma":[0.0001731545,0.0001067712,0.0001567043,0.0003757035,0.0001837793,0.0001626115,0.0001570755,0.0002132697,0.0001039495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493091,"about_ca_system_score_gemma":0.0001782083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009914058,"about_ca_topic_score_gemma":0.01929421,"domain_scores_codex":[0.9998983,0.00001424415,0.00001186369,0.00003062889,0.00001607243,0.00002875124],"domain_scores_gemma":[0.9996969,0.00002948882,0.0001742064,0.00001211512,0.00004615667,0.00004117383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000375541,0.0000689392,0.9049495,0.00007438787,0.00006898319,0.0003081633,0.0008264239,0.0004057462,0.08358297,0.00004528181,0.0002532406,0.009040881],"study_design_scores_gemma":[0.000001521526,0.00009023686,0.9987103,0.000001542522,0.00001002164,0.00004888108,0.0002105745,0.00008287102,0.0007250078,0.000003977042,0.0001121765,0.000002808497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995378,0.00004004483,0.00003287147,0.000006879618,9.276853e-7,0.00000265239,0.0001699929,0.000003440903,0.0002053192],"genre_scores_gemma":[0.9992614,0.00007435488,0.00008002099,0.000007927783,0.000002164939,0.000007854051,0.0003769064,9.515132e-7,0.0001882894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009914058,"threshold_uncertainty_score":0.01971275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04986207501208584,"score_gpt":0.285598437800772,"score_spread":0.2357363627886861,"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."}}