{"id":"W2791661023","doi":"","title":"Agricultural pesticide use trends in Manitoba and 2,4-D fate in soil","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Pesticide; Environmental science; Geography; Water resource management; Archaeology; Agronomy; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001055342,0.0002792068,0.0003900444,0.000187764,0.0001268416,0.00001653971,0.0002196323,0.0002085962,0.000278404],"category_scores_gemma":[0.00001203312,0.0003108133,0.00007379251,0.0002966107,0.0001835629,0.0005054728,0.0002249736,0.0003024568,0.0001212141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004459759,"about_ca_system_score_gemma":0.000003957589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07257848,"about_ca_topic_score_gemma":0.9683071,"domain_scores_codex":[0.9987277,0.0000583425,0.0001533965,0.0003862148,0.0002954192,0.0003789562],"domain_scores_gemma":[0.9995136,0.00005147843,0.0001757849,0.0001565634,0.000004630026,0.000097906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005622195,0.0001110971,0.9915249,0.00003294105,0.00001797276,0.00006498875,0.001092052,0.0002032032,0.002406941,0.00001388408,0.0007760244,0.003699762],"study_design_scores_gemma":[0.0004618665,0.00004082784,0.9757403,0.00009270861,0.00006886771,0.000004078559,0.02253831,0.00003187048,0.00009576353,0.00003456704,0.0005709453,0.0003199215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904247,0.0002408983,0.000002293948,0.0001291384,0.0001036812,0.0001413145,0.00001458493,0.00001658146,0.008926797],"genre_scores_gemma":[0.9965527,0.0003139244,0.0002063564,0.00001476062,0.00002109206,0.000001118964,0.0001456521,0.000015841,0.002728522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8957286,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626444242050056,"score_gpt":0.1965262839164379,"score_spread":0.1802618414959373,"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."}}