{"id":"W4392192178","doi":"10.1002/etc.5830","title":"Novel Reproduction Toxicity Test Method for <i>Hyalella azteca</i> Using Sexually Mature Amphipods Provides More Robust Data Than Standard Methods in Exposures to Imidacloprid","year":2024,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hyalella azteca; Imidacloprid; Toxicology; Reproduction; Biology; Toxicity; Reproductive toxicity; Pesticide; Amphipoda; Neonicotinoid; Environmental science; Zoology; Crustacean; Ecology; Chemistry","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":[0.0003996441,0.0006832448,0.0003739018,0.0003335293,0.0002354874,0.0003581301,0.0005444639,0.0005234263,0.0009930014],"category_scores_gemma":[0.0004212192,0.0002081918,0.000414783,0.0002525038,0.0002644316,0.0003275193,0.0004467653,0.000853438,0.000454361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741058,"about_ca_system_score_gemma":0.0003528057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009388023,"about_ca_topic_score_gemma":0.002748972,"domain_scores_codex":[0.9992319,0.00009498361,0.00009388068,0.0002297114,0.0002945221,0.00005499264],"domain_scores_gemma":[0.9993778,0.00009344835,0.0002450514,0.00006184716,0.0001728597,0.00004894716],"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":[0.00004587778,0.00003897881,0.001186466,0.00007626413,0.000007795762,0.00003556148,0.00002109643,0.00004889915,0.9953495,0.00001865338,0.00006144174,0.003109455],"study_design_scores_gemma":[0.00001378279,0.001236343,0.02143309,0.00001642147,0.0000330086,0.0002240316,0.00004732247,0.0006566789,0.9739918,0.00003080654,0.002298195,0.00001860085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672368,0.001237859,0.02277547,0.000159148,0.00008218073,0.0004864344,0.002097669,0.0004545457,0.005469755],"genre_scores_gemma":[0.9165938,0.00203592,0.06683224,0.0003296509,0.00005397958,0.0009902894,0.004908485,0.0001168577,0.008138759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009930014,"threshold_uncertainty_score":0.003321946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267472785764862,"score_gpt":0.3584360872684847,"score_spread":0.2957613594108361,"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."}}