{"id":"W4393035793","doi":"10.1126/science.adf2572","title":"Spillover effects of organic agriculture on pesticide use on nearby fields","year":2024,"lang":"en","type":"article","venue":"Science","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Organic farming; Spillover effect; Pesticide; Environmental science; Agriculture; Pesticide application; Precision agriculture; Agronomy; Biology; Ecology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000132327,0.0001503781,0.0001321197,0.0000193197,0.0001687697,0.0001877496,0.0003846625,0.00009481735,0.0002593454],"category_scores_gemma":[0.0002717729,0.0000416992,0.00007459383,0.001428915,0.000151304,0.0002376116,0.00007062688,0.0002119531,0.0002609122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003261911,"about_ca_system_score_gemma":0.00002113158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002360728,"about_ca_topic_score_gemma":0.00004934257,"domain_scores_codex":[0.9986655,0.00002296403,0.0001280575,0.0004236505,0.0004698798,0.0002899483],"domain_scores_gemma":[0.9993598,0.0003551897,0.00003548043,0.00007696559,0.00005943494,0.0001131295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005787316,0.00006505768,0.0001908956,0.0000202261,0.000004305768,0.00001912281,0.00008182206,0.000004031888,0.9845721,0.001803669,0.00667966,0.006553317],"study_design_scores_gemma":[0.00008328127,0.001659033,0.2387235,0.0004423351,0.00002011456,0.00001715591,0.00006273334,0.00003325001,0.7025163,0.0003424715,0.05578661,0.0003132407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946586,0.0001895174,0.000001267685,0.002335788,0.0006717084,0.0001631992,0.00001099813,0.0001028926,0.001866027],"genre_scores_gemma":[0.9971899,0.00002921106,0.00001700158,0.0005045817,0.0002747093,0.000002790594,0.000004516068,8.308139e-7,0.001976463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2820558,"threshold_uncertainty_score":0.3353585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007711297165276382,"score_gpt":0.200026637091991,"score_spread":0.1923153399267147,"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."}}