{"id":"W4360920654","doi":"10.2139/ssrn.4399194","title":"Comparative Toxicity of Micro and Nanopolystyrene Particles to Mya Arenaria Clams","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Environment and Climate Change Canada","funders":"","keywords":"Toxicity; Biology; Fishery; Toxicology; Zoology; Environmental science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001142224,0.0001848716,0.0001701189,0.0002415449,0.0001245632,0.000249432,0.0001879734,0.0003976156,0.0009333307],"category_scores_gemma":[0.000181891,0.00009628569,0.0002134917,0.0001239838,0.0001394894,0.0001811925,0.0001804009,0.0003200635,0.0001934401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394639,"about_ca_system_score_gemma":0.000136582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595554,"about_ca_topic_score_gemma":0.001937225,"domain_scores_codex":[0.9998912,0.00001169858,0.00001273357,0.00002677964,0.0000365759,0.00002103502],"domain_scores_gemma":[0.9998261,0.00005008442,0.00004415822,0.00001476052,0.00004467423,0.00002028985],"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":[0.0001396078,0.00002610559,0.0006019029,0.00002599836,0.000004786984,0.00003926778,0.00002489883,0.00008998698,0.9982802,0.00002825438,0.0000109348,0.0007281356],"study_design_scores_gemma":[0.000009383292,0.002404596,0.02382036,0.00001391631,0.00002572372,0.0001543077,0.0001161796,0.0007809934,0.9716378,0.00008179739,0.0009475737,0.000007382639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983475,0.0003261159,0.0003410896,0.00002514827,0.000007638315,0.00001123795,0.0002178726,0.00001118264,0.0007122246],"genre_scores_gemma":[0.9954952,0.0002991649,0.0006023383,0.00003562009,0.000004230629,0.00001600008,0.0003646593,0.000007284916,0.003175582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001595554,"threshold_uncertainty_score":0.003172517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087225274074768,"score_gpt":0.235274516451754,"score_spread":0.2244022637110063,"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."}}