{"id":"W7019511304","doi":"","title":"General framework for assessing the risks for in-soil organisms exposed to Plant Protection Products (PPP)","year":2017,"lang":"en","type":"book-chapter","venue":"Nova Science Publishers (Nova Science Publishers, Inc.)","topic":"Agricultural safety and regulations","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; European Food Safety Authority","keywords":"Scope (computer science); Risk assessment; Directive; Ecosystem services; Agriculture; Ecosystem; Trophic level; Ecosystem health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["sts","scholarly_communication"],"category_scores_codex":[0.007689684,0.0008938929,0.0007890622,0.0005084727,0.006554778,0.02213495,0.007077939,0.0008469496,0.0002678396],"category_scores_gemma":[0.005998884,0.0003629362,0.0002990865,0.0032197,0.004227424,0.01907925,0.001054661,0.001227736,0.00003224105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410464,"about_ca_system_score_gemma":0.002101262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136892,"about_ca_topic_score_gemma":0.002032567,"domain_scores_codex":[0.9909619,0.00004969085,0.001099361,0.002974297,0.002714848,0.002199912],"domain_scores_gemma":[0.9934276,0.0004280487,0.001299821,0.0008973229,0.003254306,0.0006929167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000328849,0.0005859439,0.000694332,0.0002407053,0.0001145825,0.00001617225,0.002889928,0.001748577,0.2922247,0.2258559,0.0595902,0.4157101],"study_design_scores_gemma":[0.00183178,0.001904346,0.1158484,0.001501421,0.0002089644,0.0001629893,0.004391343,0.001704534,0.01455673,0.1408119,0.7112466,0.005830967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3183551,0.0004681571,0.007247927,0.3723038,0.04589421,0.0451026,0.001750467,0.001563941,0.2073137],"genre_scores_gemma":[0.9051021,0.0000167454,0.02781259,0.002745508,0.006949589,0.001289136,0.0008674653,0.00005355134,0.0551633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6516564,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295009041043491,"score_gpt":0.31034485466064,"score_spread":0.1808439505562909,"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."}}