{"id":"W3120887838","doi":"10.21203/rs.3.rs-76081/v1","title":"Effects of Neonicotinoid Seed Treatments on Phyllosphere and Soil Bacterial Communities Over Time","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Neonicotinoid; Biology; Phyllosphere; Agroecosystem; Ecology; Agronomy; Imidacloprid; Agriculture; Pesticide; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001717958,0.0003044284,0.0004339327,0.0002447197,0.0002900154,0.0004033504,0.0002313994,0.0001766048,0.0008473639],"category_scores_gemma":[0.0003067603,0.00008849116,0.000245398,0.0002910008,0.0002223207,0.0001146901,0.0002007117,0.0003415528,0.000124781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386909,"about_ca_system_score_gemma":0.00137271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.180415,"about_ca_topic_score_gemma":0.3985998,"domain_scores_codex":[0.9997937,0.00002650528,0.00001523716,0.0000817214,0.0000462408,0.00003661324],"domain_scores_gemma":[0.9994436,0.00005749784,0.0001212123,0.00002320448,0.000223782,0.0001307609],"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":[0.002704138,0.0001823134,0.1401952,0.0002354429,0.0001560799,0.0002406487,0.0003506164,0.000344763,0.8418941,0.0000325823,0.0003653235,0.01329869],"study_design_scores_gemma":[0.0000107114,0.0009645074,0.9702913,0.00001070807,0.00004290692,0.00003803427,0.0004035594,0.0005393024,0.02664721,0.00001497185,0.001022703,0.00001397445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981976,0.0003589505,0.000152806,0.00002560797,0.000006507556,0.00002191432,0.0009416089,0.00000837372,0.0002866848],"genre_scores_gemma":[0.9955713,0.0002635316,0.0006253537,0.00008782768,0.000002415935,0.00005318251,0.001386797,0.000006683384,0.00200297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180415,"threshold_uncertainty_score":0.3587298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07793457638593937,"score_gpt":0.35693965956924,"score_spread":0.2790050831833006,"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."}}