{"id":"W4408884908","doi":"10.1080/10937404.2025.2478965","title":"Weight of evidence assessment of effects of sulfoxaflor on aquatic invertebrates: sulfoxaflor environmental science review part II","year":2025,"lang":"en","type":"review","venue":"Journal of Toxicology and Environmental Health Part B","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Saskatchewan","funders":"Corteva Agriscience","keywords":"Hazard quotient; Toxicology; Invertebrate; Pesticide; Environmental chemistry; Daphnia magna; Daphnia; Environmental science; Biology; Ecology; Chemistry; Contamination; Toxicity","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":[0.003604404,0.001186914,0.003494398,0.008655373,0.0003273205,0.002575985,0.001692032,0.002032831,0.006294625],"category_scores_gemma":[0.01062268,0.0007684306,0.002753073,0.006511354,0.0005764721,0.001826488,0.001133108,0.001852797,0.001117229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050058,"about_ca_system_score_gemma":0.006314762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006658903,"about_ca_topic_score_gemma":0.008890704,"domain_scores_codex":[0.9981264,0.0003441564,0.0006227863,0.000172908,0.0006657619,0.0000679375],"domain_scores_gemma":[0.9895325,0.005366783,0.001865019,0.0001535201,0.002825969,0.0002562843],"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":[0.0002145232,0.00005825163,0.0008107767,0.3096277,0.002087108,0.0001293942,0.00008761367,0.0003459491,0.001070949,0.001146594,0.01824597,0.6661752],"study_design_scores_gemma":[0.00008543332,0.0004544676,0.005696182,0.3855383,0.01028017,0.0007834156,0.0002222263,0.000168042,0.001029482,0.001721133,0.5939664,0.00005472646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001707992,0.9977865,0.00009049806,0.0005833272,0.0002500674,0.0000366014,0.0001308659,0.000006310288,0.0009449568],"genre_scores_gemma":[0.001335591,0.997787,0.0001753945,0.0003121397,0.0001221897,0.00002115595,0.00009289918,0.000002165783,0.0001515007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008655373,"threshold_uncertainty_score":0.02105767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09561245260509013,"score_gpt":0.3895826966345727,"score_spread":0.2939702440294826,"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."}}