{"id":"W3081315084","doi":"10.1029/2020jg005679","title":"Nutrient Uptake in the Supraglacial Stream Network of an Antarctic Glacier","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Glacier; STREAMS; Nutrient; Hydrology (agriculture); Geology; Sediment; Environmental science; Physical geography; Geomorphology; Ecology; Geography; Biology","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":[0.004757814,0.00009637395,0.000248991,0.00007575925,0.000233954,0.00008088147,0.001558137,0.00005165541,0.0003793449],"category_scores_gemma":[0.001437903,0.00005054649,0.0001108803,0.002150233,0.0015985,0.0005790274,0.0003317009,0.0007524852,0.00008618492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009171496,"about_ca_system_score_gemma":0.0002084384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322063,"about_ca_topic_score_gemma":0.000821917,"domain_scores_codex":[0.9955168,0.0008026718,0.0004205154,0.0002473768,0.002206476,0.0008061071],"domain_scores_gemma":[0.9985878,0.0005712928,0.0001450873,0.0001806884,0.00008036062,0.0004347629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001920135,0.003413349,0.8532841,0.00004611271,0.00004081943,0.000700062,0.007624567,0.0003365246,0.04913811,0.00288895,0.01175109,0.06885619],"study_design_scores_gemma":[0.0005217049,0.005721436,0.9575402,0.00001725548,0.000005237829,0.00002576797,0.001775281,0.00237411,0.001206411,0.0113325,0.01937796,0.0001021664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942272,0.00004804217,0.00002650336,0.00484504,0.00007290572,0.0001755175,0.000006049755,0.000002280777,0.0005964591],"genre_scores_gemma":[0.9989302,0.00009864324,0.0002948491,0.0002710306,0.0003774938,0.000003644132,8.615777e-7,0.000004127946,0.00001915873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042561,"threshold_uncertainty_score":0.5889741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0501013241980974,"score_gpt":0.3370220687586249,"score_spread":0.2869207445605275,"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."}}