{"id":"W1988928989","doi":"10.1002/etc.743","title":"Phytotoxkit: A critical look at a rapid assessment tool","year":2011,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental remediation; Environmental science; Soil contamination; Test (biology); Soil test; Soil Pollutants; Soil water; Contamination; Soil science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0204796,0.001756706,0.0009220726,0.003844242,0.0006438764,0.006053148,0.003350815,0.002061583,0.009287667],"category_scores_gemma":[0.02298178,0.0009439875,0.0008830294,0.001046203,0.001428617,0.009953142,0.003731531,0.002767968,0.003746191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655636,"about_ca_system_score_gemma":0.004949456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782144,"about_ca_topic_score_gemma":0.002520171,"domain_scores_codex":[0.9932398,0.002259977,0.0004761427,0.0004181212,0.003360485,0.0002455625],"domain_scores_gemma":[0.9758183,0.01040011,0.001692141,0.001880608,0.008983535,0.001225322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001351896,0.0007068497,0.009941365,0.003637149,0.0002456333,0.001475779,0.002077818,0.01097721,0.07321556,0.05237587,0.07722167,0.7667732],"study_design_scores_gemma":[0.0003432799,0.004252578,0.008349228,0.004714707,0.0003739928,0.003932677,0.003668993,0.06001576,0.08674387,0.04740335,0.7794142,0.0007873906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02947324,0.007443267,0.8730283,0.01689807,0.001512714,0.003037479,0.002621462,0.02792036,0.03806504],"genre_scores_gemma":[0.09693879,0.007658458,0.8710612,0.004021211,0.0004577992,0.001466842,0.002025978,0.002278111,0.01409158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0204796,"threshold_uncertainty_score":0.1083078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251505247623583,"score_gpt":0.2309444787405314,"score_spread":0.2184294262642955,"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."}}