{"id":"W4251200394","doi":"10.1515/iupac.78.0562","title":"Soil Incorporation","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Glossary; Relation (database); Pesticide; Computer science; Environmental chemistry; Ecology; Chemistry; Biology; Data mining; Linguistics","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":[0.001110622,0.001812924,0.00125254,0.006187733,0.000901759,0.002982299,0.002846417,0.001626126,0.1277738],"category_scores_gemma":[0.007952938,0.0005789453,0.001517621,0.009915551,0.000399771,0.002736104,0.002252074,0.001800617,0.1281297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920075,"about_ca_system_score_gemma":0.003102774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02320105,"about_ca_topic_score_gemma":0.05266859,"domain_scores_codex":[0.998451,0.0002381902,0.0002922213,0.000468944,0.0003681043,0.0001814629],"domain_scores_gemma":[0.996866,0.0007806307,0.0003993202,0.0006986579,0.001027252,0.0002281444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005904625,0.0000167957,0.001045503,0.001120762,0.00003134481,0.00002699545,0.00003314213,0.0002200659,0.0001002727,0.00123641,0.9911964,0.004913324],"study_design_scores_gemma":[0.00005998963,0.000006224703,0.00164191,0.0003608646,0.00001470956,0.00003315508,0.00005628737,0.0001232239,0.0001290807,0.0009013084,0.9966596,0.00001363454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000744894,0.00007717616,0.00006572707,0.00005484427,0.00001817234,0.00001082335,0.9982939,0.0001947583,0.00121009],"genre_scores_gemma":[0.000260806,0.00009561552,0.0002753384,0.00005919986,0.000005631283,0.00007176997,0.9981823,0.00007227425,0.0009770177],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1277738,"threshold_uncertainty_score":0.4274459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182711832011329,"score_gpt":0.3384280741937333,"score_spread":0.32660095587362,"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."}}