{"id":"W2971690969","doi":"10.1017/jog.2019.60","title":"Long-term observations of supraglacial streams on an Arctic glacier","year":2019,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Parks Canada; Natural Sciences and Engineering Research Council of Canada; Arctic Institute of North America","keywords":"Geology; Sinuosity; Canyon; STREAMS; Glacier; Moraine; Geomorphology; Fluvial; Hydrology (agriculture); Permafrost; Channel (broadcasting); Glacial period; Structural basin; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002747391,0.00009840498,0.0002996778,0.000056515,0.0000704064,0.00001067797,0.0002126055,0.00007471126,0.002296613],"category_scores_gemma":[0.000109311,0.0000719196,0.0001063353,0.0001650801,0.00009052984,0.0002042973,0.000008905989,0.0001855612,0.00005434199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000865133,"about_ca_system_score_gemma":0.00007578245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001682912,"about_ca_topic_score_gemma":0.00081229,"domain_scores_codex":[0.9990039,0.00008814878,0.0004275732,0.0001144182,0.0001807846,0.0001851771],"domain_scores_gemma":[0.9989112,0.0002916397,0.000358645,0.0001620649,0.0001932694,0.00008320539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238395,0.00005660855,0.9924629,0.00001295921,0.00005061601,0.000008254704,0.0002603845,0.001695633,0.0001627748,0.0002919473,0.00008891941,0.004785208],"study_design_scores_gemma":[0.0004601342,0.001532444,0.9958432,0.00002075746,0.00002806702,0.00003455075,0.0002845881,0.0002911739,0.00001757834,0.0003314999,0.00108066,0.00007540239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978663,0.0002425684,0.00004882826,0.0004318212,0.0009990594,0.00008032667,0.00001803096,0.000004650088,0.000308469],"genre_scores_gemma":[0.998597,0.0001162518,0.0005415786,0.0003014097,0.0002610176,2.045115e-7,0.00002547523,0.000002821609,0.000154298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004709805,"threshold_uncertainty_score":0.9986154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147185569692203,"score_gpt":0.2565765774107392,"score_spread":0.2251047217138172,"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."}}