{"id":"W7162146154","doi":"10.82308/18629","title":"Computer models for simulating pesticide fate and transport in soil","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Multivariate adaptive regression splines; Field (mathematics); Pesticide; Hydrology (agriculture); Metribuzin; Mathematical model; Statistical model; Component (thermodynamics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007583136,0.0001366797,0.0001679383,0.00003302655,0.00005146198,0.00001588547,0.00005872312,0.00009036316,0.0002011178],"category_scores_gemma":[0.000006670557,0.0001341314,0.00002777827,0.00004974737,0.0000162942,0.00006934788,0.000009895502,0.00008017074,0.000008345485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002849837,"about_ca_system_score_gemma":0.000003709435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009549019,"about_ca_topic_score_gemma":0.004285144,"domain_scores_codex":[0.9992118,0.000005404203,0.0002140481,0.0002720777,0.000113825,0.0001828695],"domain_scores_gemma":[0.9997432,0.00008246701,0.00005766286,0.00006761589,0.000005464627,0.00004363025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002671316,0.00004808202,0.00928586,0.0002038303,0.00001254147,0.0000138979,0.003162303,0.8567619,0.0001020865,0.001063411,0.0003969281,0.1289224],"study_design_scores_gemma":[0.000268894,0.00002286837,0.0379587,0.00005497703,0.00001492447,5.403976e-7,0.0001028865,0.9562595,0.00001809543,0.004954671,0.0001600075,0.0001839168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.799377,0.00004631624,0.1517744,0.00002302419,0.0002186492,0.0005667183,0.00002752384,0.00003794388,0.04792847],"genre_scores_gemma":[0.9726471,0.0000290185,0.02065738,0.00009328108,0.00002907976,0.000028687,0.0002755103,0.00002359634,0.006216344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732701,"threshold_uncertainty_score":0.5469719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002448439227622,"score_gpt":0.2461699915720257,"score_spread":0.2261455071797494,"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."}}