{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006107451,0.0001407315,0.0001029624,0.0003080249,0.0002968883,0.0005203595,0.0001705941,0.0001787251,0.0005864392],"category_scores_gemma":[0.0002050466,0.0001327197,0.00006208731,0.0001849543,0.0002328322,0.0001743875,0.0001683968,0.0001557121,0.0001591823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762706,"about_ca_system_score_gemma":0.0002596403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004751171,"about_ca_topic_score_gemma":0.004201793,"domain_scores_codex":[0.999931,0.000005732782,0.000003081493,0.0000244565,0.00002013647,0.00001557332],"domain_scores_gemma":[0.9998822,0.00001592749,0.00003549136,0.000003448703,0.00004304998,0.00001982533],"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":[0.0001443066,0.00002902386,0.04225859,0.00004530816,0.00001624301,0.0002439966,0.0001480812,0.0003075116,0.9485753,0.0001255063,0.0000675804,0.008038454],"study_design_scores_gemma":[0.00004115662,0.0006910856,0.6439942,0.00002423417,0.00003961392,0.0005263796,0.001536494,0.004976664,0.3437429,0.0004296675,0.003966386,0.00003118336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992631,0.00005841353,0.0001810167,0.000008292111,0.000001553863,0.00000371154,0.00005129842,0.00000644711,0.0004261717],"genre_scores_gemma":[0.9988948,0.0001215931,0.0002858077,0.00001149185,0.000003733449,0.000006706948,0.0001488353,0.000005292029,0.0005218761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004751171,"threshold_uncertainty_score":0.009447038,"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."}}