{"id":"W4362500080","doi":"10.2139/ssrn.4408153","title":"Toxicity of Two Heavy Rare Earth Elements to Freshwater Mussels Dreissena Polymorpha","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Dreissena; Environmental science; Bivalvia; Biology; Ecology; Mollusca","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001763119,0.0003914779,0.0005637784,0.0002599131,0.0002595321,0.0001212958,0.0008533077,0.0001624831,0.003612889],"category_scores_gemma":[0.00004444726,0.0003296699,0.0004055146,0.0003729195,0.00005325154,0.0001221734,0.0001814648,0.002220169,0.0003904445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008196971,"about_ca_system_score_gemma":0.001089694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005330471,"about_ca_topic_score_gemma":0.1035484,"domain_scores_codex":[0.9952721,0.0001413931,0.0008098179,0.0005413339,0.0007061692,0.00252918],"domain_scores_gemma":[0.9986987,0.00004550727,0.000423244,0.0004066002,0.0001102236,0.0003157656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008663152,0.0003642904,0.8416595,0.0004131185,0.004987301,0.0001946854,0.00110636,0.05515108,0.01056079,0.0006731469,0.00394859,0.08007479],"study_design_scores_gemma":[0.005814435,0.003770082,0.09196622,0.00147026,0.002178853,0.001384365,0.01083557,0.01190297,0.204438,0.6489315,0.01170161,0.005606183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995327,0.001008969,0.000512455,0.001137016,0.0004411167,0.0002314515,0.0005901271,0.00004664035,0.0007052289],"genre_scores_gemma":[0.992169,0.0009237383,0.0004545196,0.0001649347,0.000500356,0.00000277947,0.0006261822,0.00001449295,0.005144048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7496933,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468376939699261,"score_gpt":0.2427395141493194,"score_spread":0.2280557447523268,"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."}}