{"id":"W4405859864","doi":"10.5376/msb.2024.15.0013","title":"Pesticide Usage in Rice Cultivation: Consequences for Soil and Water Health","year":2024,"lang":"en","type":"article","venue":"Molecular Soil Biology","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pesticide; Environmental science; Rice water; Agronomy; Agricultural engineering; Water resource management; Agroforestry; Biology; Engineering","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":[0.0002497621,0.000128841,0.000169587,0.00003457718,0.0001002004,0.00001989545,0.00008167544,0.0000620366,0.0002198104],"category_scores_gemma":[0.00002997337,0.00009315168,0.0000328196,0.00007561899,0.0004511486,0.00005918869,0.0001389789,0.00008519059,0.000107246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152046,"about_ca_system_score_gemma":0.000009179887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601184,"about_ca_topic_score_gemma":0.0006565994,"domain_scores_codex":[0.9989754,0.00006836249,0.0001921199,0.0003669776,0.00006516016,0.0003319904],"domain_scores_gemma":[0.9997551,0.00008064447,0.00002057064,0.00008562255,0.000001608661,0.00005638661],"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":[0.00003131734,0.00006537653,0.08660705,0.0001150226,0.00004689566,0.0001191911,0.001782818,0.0008510462,0.8831692,0.001754662,0.001113397,0.02434403],"study_design_scores_gemma":[0.002245404,0.002054254,0.4771189,0.0002630918,0.0001015154,0.0002271588,0.001035994,0.005925475,0.3030607,0.1095778,0.09665031,0.001739321],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871928,0.002570775,0.00364483,0.00481193,0.00009795924,0.0002307278,0.0000119513,0.00003339344,0.001405599],"genre_scores_gemma":[0.9972668,0.0002115197,0.0006476127,0.001575412,0.00001923336,0.00007870141,0.00002675361,0.00001024393,0.0001637212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5801085,"threshold_uncertainty_score":0.3798615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475133469692123,"score_gpt":0.2701995114086643,"score_spread":0.255448176711743,"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."}}