{"id":"W2371630504","doi":"10.1017/jog.2016.62","title":"Cryoconite hole connectivity on the Wright Lower Glacier, McMurdo Dry Valleys, Antarctica","year":2016,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Antarctica New Zealand; University of Otago","keywords":"Glacier; Geology; Biota; Spatial variability; Geomorphology; Physical geography; Oceanography; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001430006,0.0001294413,0.0002541372,0.00006142638,0.0001826659,0.00001412727,0.0004840626,0.0001247566,0.009979147],"category_scores_gemma":[0.0007448784,0.00005868431,0.0001397846,0.00009747448,0.0007739767,0.0002054384,0.0001756291,0.0004100986,0.001626243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351138,"about_ca_system_score_gemma":0.00005011353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003371069,"about_ca_topic_score_gemma":0.00008552761,"domain_scores_codex":[0.998214,0.0005252076,0.0002929217,0.000189617,0.0002696346,0.0005086415],"domain_scores_gemma":[0.9980752,0.001212386,0.0002148134,0.0002706677,0.00002808358,0.0001988455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002945201,0.001156948,0.6129987,0.000009776471,0.0003454343,0.0009278766,0.0004882213,0.00008088467,0.2855917,0.01034078,0.06040953,0.02470491],"study_design_scores_gemma":[0.001853874,0.003527121,0.4384823,0.00003055585,0.0000248064,0.000349673,0.00008012723,0.00004552586,0.005779956,0.01178382,0.5377974,0.0002448317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748948,0.00005862106,0.0004191005,0.01844527,0.0004637352,0.0001087429,0.000003773275,0.000007668452,0.005598297],"genre_scores_gemma":[0.997018,0.0002127366,0.0001133943,0.001471086,0.0001861445,0.000003955304,1.949873e-7,0.000009938181,0.0009845895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4773878,"threshold_uncertainty_score":0.9991511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466423766609041,"score_gpt":0.2494861960412764,"score_spread":0.234821958375186,"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."}}