{"id":"W4379600833","doi":"10.1002/etc.5686","title":"Development of an Embryo Toxicity Test to Assess the Comparative Toxicity of Metal Exposure on Different Life Stages of Freshwater Gastropods","year":2023,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph","keywords":"Biology; Environmental toxicology; Toxicity; Juvenile; Toxicology; Ecotoxicology; Metal toxicity; Developmental toxicity; Population; Hatching; Chronic toxicity; Zoology; Ecotoxicity; Environmental chemistry; Ecology; Chemistry; Medicine; Environmental health; Internal medicine; Genetics; Fetus; Pregnancy","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":[0.001332695,0.0009725833,0.0005575723,0.0009737942,0.0004006015,0.000467955,0.0006305285,0.001027188,0.001387076],"category_scores_gemma":[0.001318688,0.0005439221,0.0006522848,0.0005183146,0.0005422183,0.0004899094,0.0007893927,0.001063022,0.0006061953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635412,"about_ca_system_score_gemma":0.0008410913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321528,"about_ca_topic_score_gemma":0.004326134,"domain_scores_codex":[0.9985733,0.0002370072,0.0001770877,0.0003326124,0.0005944053,0.00008553834],"domain_scores_gemma":[0.9989703,0.0002207191,0.0002277737,0.00008417146,0.0004209047,0.00007621254],"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":[0.0000712828,0.00004935313,0.002605213,0.0001976998,0.00001850658,0.00007051424,0.00007136612,0.0001751356,0.9914124,0.00009244027,0.0001150951,0.005121007],"study_design_scores_gemma":[0.00002737965,0.001815551,0.02638247,0.00008003326,0.0001119368,0.0003086297,0.0001240153,0.002019489,0.9631758,0.0001300277,0.005780324,0.00004447149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7415871,0.00437831,0.2338792,0.0003460372,0.0003625982,0.002912808,0.004306648,0.001105594,0.01112169],"genre_scores_gemma":[0.6784477,0.005350083,0.2898797,0.0005221303,0.00005471511,0.005493413,0.005109897,0.0001904276,0.01495186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001387076,"threshold_uncertainty_score":0.00704807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774139186511812,"score_gpt":0.2606945847496993,"score_spread":0.2329531928845812,"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."}}