{"id":"W3046439362","doi":"10.5194/egusphere-egu2020-16998","title":"Microbial abundance and transport in glacial near-surface meltwater","year":2020,"lang":"en","type":"article","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biogeochemical cycle; Meltwater; Glacier; Weathering; Chemistry; Geology; Environmental chemistry; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007438373,0.0001498441,0.0001999896,0.0003952842,0.000309312,0.0004195437,0.0000807174,0.0001699111,0.0006933573],"category_scores_gemma":[0.0001774008,0.0001096524,0.0001319743,0.0004938245,0.0002045964,0.0001854937,0.0002556276,0.0001462277,0.0001582913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502755,"about_ca_system_score_gemma":0.0001372532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005066152,"about_ca_topic_score_gemma":0.00783371,"domain_scores_codex":[0.9999349,0.000006104663,0.000003775892,0.0000238935,0.0000148623,0.00001636385],"domain_scores_gemma":[0.9999067,0.00001653569,0.00003497558,0.000005580493,0.0000151562,0.0000211588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005619325,0.00003562768,0.5215982,0.00004648702,0.00005203729,0.00009936677,0.0008363568,0.0005019081,0.4640799,0.00007159708,0.00009104097,0.01202546],"study_design_scores_gemma":[0.000001659384,0.00005571814,0.9943157,0.000002180301,0.000006165922,0.0000394673,0.000146406,0.0002321769,0.005008079,0.00002158023,0.0001679624,0.000002925063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995079,0.00008143247,0.00005750818,0.000003569264,8.46603e-7,8.81821e-7,0.0001633522,0.000002506164,0.000181931],"genre_scores_gemma":[0.9991907,0.00005951175,0.0001107008,0.000005136067,0.000003031959,0.000003344334,0.0004344957,0.000001903374,0.0001911394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005066152,"threshold_uncertainty_score":0.01007336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803820165226556,"score_gpt":0.192946880173518,"score_spread":0.1749086785212525,"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."}}