{"id":"W3043805904","doi":"","title":"Assessing the sources of suspended sediments in the streams of an agricultural watershed in the Canadian prairies using caesium-137 as a tracer","year":2012,"lang":"en","type":"article","venue":"EGUGA","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Watershed; STREAMS; TRACER; Environmental science; Hydrology (agriculture); Caesium; Water resource management; Geography; Archaeology; Geology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006979709,0.00009649936,0.0001013019,0.00002953732,0.0001429752,0.00006477236,0.0003670081,0.0000486675,0.00002258177],"category_scores_gemma":[0.00001386144,0.00003970914,0.00003053154,0.0002428528,0.0002300235,0.000466123,0.00003949966,0.0001300855,0.000004088401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018544,"about_ca_system_score_gemma":0.00001938797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2893012,"about_ca_topic_score_gemma":0.1762237,"domain_scores_codex":[0.998862,0.0002458963,0.000177992,0.0001040287,0.0003117833,0.0002982717],"domain_scores_gemma":[0.9996324,0.00005742025,0.00007960777,0.0001822391,0.000004818646,0.00004355102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004834512,0.00007573005,0.9622856,0.00000300846,0.000003705798,0.0000027166,0.03650652,0.0004315987,0.0002384174,0.00004572271,0.00002495826,0.000377151],"study_design_scores_gemma":[0.0002037605,0.00002792622,0.9780602,0.00001132931,0.00001236341,0.00001857273,0.01954651,0.0002798704,0.001271946,0.0003409047,0.0001518375,0.00007481023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969301,0.00002057717,3.527603e-7,0.000965791,0.00005716372,0.0001989252,0.00000344624,0.000002862294,0.001820789],"genre_scores_gemma":[0.9997037,6.764901e-7,0.00005561002,0.000169294,0.00003162957,0.000006329185,0.000008840763,0.000004549853,0.00001933635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130775,"threshold_uncertainty_score":0.8388081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362238784787113,"score_gpt":0.2750252928860016,"score_spread":0.2514029050381305,"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."}}