{"id":"W4323311168","doi":"10.3390/microplastics2010012","title":"Promotion of DNA Adsorption onto Microplastics by Transition Metal Ions","year":2023,"lang":"en","type":"article","venue":"Microplastics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microplastics; Adsorption; Metal ions in aqueous solution; Chemistry; DNA; Desorption; Environmental chemistry; Metal; Transition metal; Ion; Inorganic chemistry; Organic chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.0002736724,0.0002870896,0.0002918042,0.0001439233,0.0001665629,0.00003259717,0.0002022507,0.0002015247,0.001121306],"category_scores_gemma":[0.000155117,0.0002880685,0.0001215246,0.0007419501,0.0002603764,0.0001593042,0.0001101108,0.000205972,0.001788791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717734,"about_ca_system_score_gemma":0.00003212169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115528,"about_ca_topic_score_gemma":0.0001405442,"domain_scores_codex":[0.99801,0.00008334148,0.0005361226,0.0004309627,0.0004279125,0.0005116161],"domain_scores_gemma":[0.9991358,0.0001968471,0.000210128,0.0002543915,0.00004027941,0.0001625788],"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":[0.00004594262,0.0002184088,0.0005705301,0.00004014109,0.00002801325,0.000005331672,0.0003039489,0.004418817,0.9642808,0.0001169141,0.02920829,0.0007628591],"study_design_scores_gemma":[0.002516264,0.001188883,0.01689472,0.0002054764,0.0005252376,0.000133417,0.0002998147,0.07707711,0.8450555,0.0009625916,0.05376027,0.001380695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005202,0.00002617186,0.09676237,0.0001403304,0.0007081605,0.000273296,0.0009133334,0.0001411838,0.0005149638],"genre_scores_gemma":[0.9967086,0.00009394348,0.00165899,0.00003840261,0.00007887986,0.00001366537,0.0005613184,0.00004224252,0.0008040021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192253,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035525432910375,"score_gpt":0.2042630408175578,"score_spread":0.193907786488454,"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."}}