{"id":"W2060823571","doi":"10.1002/tox.10086","title":"Cyst‐based toxicity tests XIII—Development of a short chronic sediment toxicity test with the ostracod crustacean <i>Heterocypris incongruens:</i> Methodology and precision","year":2002,"lang":"en","type":"article","venue":"Environmental Toxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Hyalella azteca; Ostracod; Repeatability; Biology; Replicate; Bioassay; Toxicity; Ecotoxicology; Chronic toxicity; Crustacean; Toxicology; Ecology; Environmental science; Statistics; Mathematics; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008399368,0.0005517556,0.0005445767,0.000476198,0.0002397687,0.0004880788,0.0006549752,0.0005732127,0.0008941913],"category_scores_gemma":[0.0007614815,0.0003245284,0.0004099474,0.0004074745,0.0003994514,0.0002560377,0.0006369621,0.0005456312,0.0005164204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000384826,"about_ca_system_score_gemma":0.0007847382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088793,"about_ca_topic_score_gemma":0.00555261,"domain_scores_codex":[0.9990934,0.0001063627,0.0001297906,0.0001749184,0.0004371864,0.00005822037],"domain_scores_gemma":[0.9992452,0.0001224872,0.0001618853,0.00007982319,0.0003168962,0.00007375465],"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":[0.00006279626,0.00002765183,0.001786477,0.00008168584,0.000008312519,0.00003057286,0.00001867471,0.0001252486,0.9919723,0.00003006579,0.00005037302,0.005805928],"study_design_scores_gemma":[0.00001808214,0.001999331,0.02003316,0.00002487054,0.00006308923,0.0002880212,0.00003248429,0.0008420546,0.9742756,0.00002678343,0.002378369,0.00001806444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731495,0.002712389,0.1132266,0.0001513103,0.00009342721,0.002104567,0.002951389,0.0006570421,0.004953691],"genre_scores_gemma":[0.7649199,0.003199288,0.210747,0.0002015105,0.00005139015,0.002071919,0.006430367,0.000149022,0.01222946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003088793,"threshold_uncertainty_score":0.006141663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609074915909893,"score_gpt":0.2420635684703928,"score_spread":0.2159728193112938,"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."}}