{"id":"W4281776093","doi":"10.17975/sfj-2022-009","title":"Exploring the effect of atrazine exposure on the reproductive capacity of <i>Daphnia magna</i>","year":2022,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Atrazine; Daphnia magna; DNA fragmentation; Biology; Fragmentation (computing); Offspring; Daphnia; Toxicology; Pesticide; Apoptosis; Toxicity; Ecology; Internal medicine; Zooplankton; Genetics; Programmed cell death; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003009014,0.0001528625,0.0002415128,0.0000341587,0.0008133822,0.000008460325,0.0005829397,0.00003536878,0.002893063],"category_scores_gemma":[0.00006924049,0.00008575769,0.0001638798,0.0002690659,0.0006407453,0.0001324164,0.000333492,0.0008596765,0.00004595135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828204,"about_ca_system_score_gemma":0.000006303253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001443417,"about_ca_topic_score_gemma":0.00001378931,"domain_scores_codex":[0.9974021,0.001261882,0.0003597819,0.0002510152,0.0004483992,0.000276833],"domain_scores_gemma":[0.9985889,0.0005752206,0.0003441242,0.0004321597,0.000003587025,0.00005600173],"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":[0.001610404,0.0005282284,0.4505978,0.00004215461,0.0002599471,0.00007294786,0.009173647,0.03408858,0.4885952,0.0003840146,0.007713757,0.006933408],"study_design_scores_gemma":[0.001327735,0.009257883,0.2145625,0.00003215776,0.0001337831,0.0007658121,0.005157568,0.00005194526,0.7617639,0.0009298628,0.005691416,0.0003253932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993718,0.00006856941,0.000005905828,0.000937093,0.0006064825,0.000337544,0.00001110382,0.000006851934,0.004308395],"genre_scores_gemma":[0.9990154,0.00003178968,0.00002285268,0.0001750967,0.00009036158,0.00008319963,5.184006e-7,0.00001345929,0.000567355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2731688,"threshold_uncertainty_score":0.9980184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660986575845626,"score_gpt":0.2146374597912767,"score_spread":0.1680275940328204,"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."}}