{"id":"W2529763529","doi":"10.1002/etc.3638","title":"Interlaboratory validation of organism recovery for use in 42-day sediment toxicity tests with<i>Hyalella azteca</i>","year":2016,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agricultural Research Institute of Ontario; Environment and Climate Change Canada","funders":"","keywords":"Hyalella azteca; Organism; Toxicity; Sediment; Environmental chemistry; Environmental science; Toxicology; Biology; Amphipoda; Ecology; Chemistry; Crustacean","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":[0.02758889,0.001664859,0.0009285269,0.00114727,0.002287902,0.00151939,0.001991231,0.001858742,0.001330317],"category_scores_gemma":[0.02351793,0.000804545,0.001350792,0.001061578,0.001857155,0.0006211137,0.00218636,0.001092623,0.001258594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074733,"about_ca_system_score_gemma":0.002742973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004251596,"about_ca_topic_score_gemma":0.008403801,"domain_scores_codex":[0.9640365,0.01338928,0.004014572,0.00675236,0.01056739,0.001239856],"domain_scores_gemma":[0.9751467,0.004960756,0.003919408,0.005138171,0.009955681,0.0008792437],"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":[0.002541151,0.003423651,0.1142632,0.000378576,0.0003828728,0.0001867221,0.002899798,0.002485566,0.8373441,0.0003232668,0.000902048,0.03486896],"study_design_scores_gemma":[0.0004338898,0.0350468,0.2777754,0.000187223,0.0006290972,0.0006219596,0.0008110483,0.005260013,0.6669985,0.0003452851,0.01173964,0.0001511291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892089,0.0005141888,0.09484634,0.0002946917,0.0001901579,0.005796575,0.001350467,0.0005641348,0.004354572],"genre_scores_gemma":[0.8125971,0.0003858517,0.1648055,0.0008529101,0.0001004762,0.009782656,0.006109683,0.0002553347,0.005110516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02758889,"threshold_uncertainty_score":0.1459057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006203086925488612,"score_gpt":0.1937789894903031,"score_spread":0.1875759025648145,"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."}}