{"id":"W4376642859","doi":"10.1002/etc.5648","title":"Review and Development of Best Practices for Toxicity Tests with Dreissenid Mussels","year":2023,"lang":"en","type":"review","venue":"Environmental Toxicology and Chemistry","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Mussel; Dreissena; Fishery; Best practice; Biology; Ecology; Toxicology; Bivalvia; Mollusca; Political science; Law","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":[0.01992521,0.001551066,0.003712646,0.02295596,0.001080689,0.003648206,0.004272953,0.00236116,0.003014412],"category_scores_gemma":[0.04785877,0.001569025,0.004630689,0.01676949,0.001932187,0.004402279,0.002469409,0.002090491,0.001493991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004051151,"about_ca_system_score_gemma":0.0220441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010584,"about_ca_topic_score_gemma":0.01934199,"domain_scores_codex":[0.9821907,0.005061777,0.006850606,0.001196115,0.004334699,0.0003660991],"domain_scores_gemma":[0.9464895,0.03020234,0.006846754,0.001801503,0.01404928,0.000610597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006928296,0.00005826709,0.0005473527,0.4961229,0.001037815,0.0004893387,0.001356984,0.0006687743,0.001941217,0.004213084,0.02255883,0.4709361],"study_design_scores_gemma":[0.00002002201,0.0001119942,0.002125395,0.3359683,0.002740087,0.0004423361,0.0004913107,0.0001208181,0.00139934,0.002457544,0.6540545,0.00006846872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004384928,0.992856,0.002150158,0.00139775,0.0005147256,0.0003194408,0.0004738008,0.00004535402,0.001804177],"genre_scores_gemma":[0.002105008,0.9900587,0.00548795,0.0009444795,0.0001343463,0.0003527031,0.000506992,0.00002085652,0.0003890587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02295596,"threshold_uncertainty_score":0.1053758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06235145037747046,"score_gpt":0.3307143354981469,"score_spread":0.2683628851206765,"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."}}