{"id":"W2076986331","doi":"10.1021/es0112588","title":"Organic Nature of Colloidal Actinides Transported in Surface Water Environments","year":2002,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University; U.S. Department of Energy","keywords":"Soil water; Environmental chemistry; Colloid; Chemistry; Particulates; Organic matter; Surface runoff; Environmental science; Soil science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002849298,0.0002163443,0.0002339463,0.0002649152,0.0001631015,0.0000102123,0.0007065814,0.0002756104,0.01695268],"category_scores_gemma":[0.00001285426,0.0001812774,0.00005116779,0.0009500716,0.002882146,0.0004880689,0.0001597511,0.0004430604,0.0006971637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005569353,"about_ca_system_score_gemma":0.000004368771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000205391,"about_ca_topic_score_gemma":0.0000579636,"domain_scores_codex":[0.9978235,0.00002993365,0.00033236,0.0006377737,0.0005974104,0.0005789825],"domain_scores_gemma":[0.9994407,0.00001749492,0.00006285777,0.0003766664,0.000001309237,0.0001009666],"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":[0.000007460047,0.0002891119,0.1735676,0.000001212205,0.000004218147,0.00001323348,0.0004242751,0.0002087951,0.8226319,0.0000414826,0.0000116823,0.002799084],"study_design_scores_gemma":[0.0006101106,0.0001124766,0.2403311,0.000005245179,0.000008117876,0.00001761216,0.0003337536,0.0002878568,0.7536519,0.0001423386,0.00428542,0.0002140805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952261,0.00006647981,0.0001161879,0.0008317538,0.00008531678,0.0002985343,0.000009282769,0.00003887137,0.003327404],"genre_scores_gemma":[0.9984738,0.000115944,0.0002624257,0.00009814683,0.000004132912,0.00001159915,0.000004742069,0.00001737817,0.001011809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06897997,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00416026321374491,"score_gpt":0.1873014501225712,"score_spread":0.1831411869088263,"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."}}