{"id":"W2108365707","doi":"10.4137/bmi.s594","title":"A Rapid and Simple Bioassay Method for Herbicide Detection","year":2008,"lang":"en","type":"article","venue":"Biomarker Insights","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Agriculture and Agri-Food Canada","funders":"","keywords":"Bioassay; Petri dish; Pesticide; Clearing; Chlamydomonas reinhardtii; Contamination; Environmental science; Biology; Environmental chemistry; Chemistry; Agronomy; Ecology; Microbiology","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":[0.001092792,0.001315709,0.0009331448,0.001639706,0.0004283483,0.0005619938,0.001287418,0.001111929,0.001282842],"category_scores_gemma":[0.001012518,0.0005422062,0.0005234847,0.000792254,0.00047182,0.0006039807,0.000717741,0.001600122,0.001646641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003740742,"about_ca_system_score_gemma":0.0007333548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007631865,"about_ca_topic_score_gemma":0.001994009,"domain_scores_codex":[0.9974962,0.0003696624,0.0001618847,0.000498342,0.001360941,0.0001129909],"domain_scores_gemma":[0.999036,0.0002304167,0.0001654064,0.0001589447,0.0003130996,0.00009622855],"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":[0.00001387704,0.00002775238,0.0002766454,0.00009363964,0.00001120339,0.00001605667,0.000009537916,0.00002740432,0.990513,0.00004597228,0.0001228179,0.008842016],"study_design_scores_gemma":[0.00001439456,0.0004343959,0.00508994,0.00002832994,0.00005705813,0.0006217348,0.00003210503,0.001087113,0.9832904,0.0001082484,0.009201786,0.00003436741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1354538,0.01900619,0.8329002,0.0005932652,0.0009075271,0.001584405,0.002291478,0.002846358,0.004416841],"genre_scores_gemma":[0.2676995,0.01085242,0.7049306,0.0004838528,0.0001840994,0.001883245,0.003820809,0.0001166374,0.01002881],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001639706,"threshold_uncertainty_score":0.005779326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167139103688397,"score_gpt":0.2656705587304866,"score_spread":0.2339991676936027,"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."}}