{"id":"W6884883538","doi":"10.13140/2.1.1475.6167","title":"Current distribution of thermo-erosion gullies and implication for the hydrological regime of wetlands, Bylot Island, Nunavut, Canada.","year":2011,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); Distribution (mathematics); Hydrology (agriculture); Hydrological modelling; Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424338,0.000128916,0.000143279,0.001314256,0.001428442,0.0006811497,0.0005383703,0.0001651975,0.002698859],"category_scores_gemma":[0.000410434,0.0001021721,0.0001314721,0.002046329,0.0009468966,0.0002223778,0.0003542364,0.0002582993,0.0002729367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009380109,"about_ca_system_score_gemma":0.008241432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900694,"about_ca_topic_score_gemma":0.998033,"domain_scores_codex":[0.999894,0.00000600751,0.000006050552,0.00002629935,0.00002256935,0.00004506767],"domain_scores_gemma":[0.9993681,0.00003137395,0.00008101801,0.000018024,0.0003730875,0.0001282967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001299258,0.00002580751,0.965335,0.00008683346,0.00004205371,0.0002030106,0.002386071,0.0004112607,0.002571189,0.0009556596,0.004947194,0.02290591],"study_design_scores_gemma":[0.000003214773,0.000005719481,0.995168,0.00002507399,0.000006323165,0.0000603071,0.001467102,0.0002059926,0.00007644477,0.00004446096,0.00293101,0.000006356163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818787,0.00189856,0.0001646868,0.0004778909,0.00001460808,0.00002040193,0.007163262,0.00003047624,0.008351373],"genre_scores_gemma":[0.9943354,0.0006054954,0.0002969986,0.00004120691,0.000003469068,0.00001001773,0.0014769,0.000005973879,0.003224589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009930551,"threshold_uncertainty_score":0.06805772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734916488128624,"score_gpt":0.2356623737741342,"score_spread":0.1883132088928479,"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."}}