{"id":"W4391932498","doi":"10.1186/s12870-024-04818-x","title":"Impact of glyphosate and glyphosate-based herbicides on phyllospheric Methylobacterium","year":2024,"lang":"en","type":"article","venue":"BMC Plant Biology","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University","keywords":"Methylobacterium; Glyphosate; Biology; Phyllosphere; Bacteria; Food science; Horticulture; Biotechnology; 16S ribosomal RNA","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002264529,0.0005352977,0.0004164875,0.0002586145,0.0002110997,0.0004273299,0.0002568124,0.0004835086,0.001084096],"category_scores_gemma":[0.0005745413,0.0001728977,0.0003049527,0.0002591336,0.0001732816,0.0002692868,0.0004633489,0.0004167322,0.0003116006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249772,"about_ca_system_score_gemma":0.000380595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533436,"about_ca_topic_score_gemma":0.005707793,"domain_scores_codex":[0.9994965,0.000108626,0.00006575818,0.00009784588,0.0001661374,0.00006513057],"domain_scores_gemma":[0.9995298,0.0001063332,0.0001221071,0.00003172664,0.0001557972,0.00005417717],"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":[0.0002057014,0.00004718089,0.001420761,0.00009047295,0.00001407454,0.00006352311,0.00003849698,0.00007561043,0.9963974,0.00001012187,0.00002942366,0.001607316],"study_design_scores_gemma":[0.000009638077,0.001988331,0.02729562,0.00002731207,0.00004015238,0.0001948209,0.0002679531,0.00036371,0.9682269,0.00002473202,0.001546257,0.00001462591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964499,0.0008303744,0.0003396152,0.00009105231,0.00002542669,0.00003797685,0.0009302457,0.00001756957,0.001277807],"genre_scores_gemma":[0.993426,0.001234615,0.001685336,0.00009850887,0.000009670608,0.00005493165,0.0008609248,0.00001316833,0.002616889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003533436,"threshold_uncertainty_score":0.007025719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167966856090433,"score_gpt":0.2677706068073275,"score_spread":0.2509739211982842,"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."}}