{"id":"W2120451162","doi":"10.3109/17435390.2013.818173","title":"Regulatory ecotoxicity testing of engineered nanoparticles: are the results relevant to the natural environment?","year":2013,"lang":"en","type":"article","venue":"Nanotoxicology","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"European Chemical Industry Council","keywords":"Ecotoxicity; Natural organic matter; Environmental chemistry; Microplastics; Ecotoxicology; Nanotoxicology; Environmental science; Chemistry; Nanoparticle; Toxicity; Nanotechnology; Materials science; Environmental engineering; Water treatment; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007862885,0.0001514605,0.000224285,0.00003656575,0.000297798,0.00004572944,0.0006062735,0.00007810524,0.0001616033],"category_scores_gemma":[0.0008239925,0.0000848214,0.00005873231,0.000250684,0.0002672907,0.00009131913,0.0001894493,0.000126191,0.0007936492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005598235,"about_ca_system_score_gemma":0.00003690306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005318721,"about_ca_topic_score_gemma":0.0000345277,"domain_scores_codex":[0.9982857,0.0002051653,0.0005084429,0.0003451736,0.0002442595,0.0004112777],"domain_scores_gemma":[0.9978627,0.0009248319,0.0002604646,0.0007883613,0.00007587093,0.00008775301],"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":[0.00001796083,0.00007939838,0.0002715195,0.000004973968,0.000005647949,5.544255e-7,0.0002264754,0.000468857,0.9947525,0.0005616417,0.002180581,0.001429854],"study_design_scores_gemma":[0.0002061039,0.0000815977,0.03706803,0.00001670761,0.0000155267,0.000006405407,0.0002541476,0.0005888249,0.9568125,0.0002744353,0.004563266,0.0001124698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991167,0.0001241756,0.00003295669,0.007344559,0.0002064237,0.0009352828,0.00002729442,0.00005517595,0.000107152],"genre_scores_gemma":[0.996848,0.000004668396,0.001772608,0.0005932931,0.00009439087,0.0004717442,0.000001091574,0.00001602312,0.0001981377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03794005,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823500592045035,"score_gpt":0.2245773709220537,"score_spread":0.2063423650016034,"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."}}