{"id":"W1892665321","doi":"10.1002/hyp.10632","title":"Canadian Geophysical Union – Hydrology Section","year":2015,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; University of Victoria; Impact; Wilfrid Laurier University","funders":"","keywords":"Section (typography); Hydrology (agriculture); Geology; Geomorphology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001234002,0.001225634,0.001109749,0.005262694,0.003654398,0.003230589,0.001982711,0.001193366,0.1555196],"category_scores_gemma":[0.003707161,0.0009945765,0.0008555382,0.01053505,0.001082937,0.001574032,0.001097866,0.002267772,0.03275186],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02913846,"about_ca_system_score_gemma":0.1331606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914953,"about_ca_topic_score_gemma":0.9920762,"domain_scores_codex":[0.9982937,0.00004585793,0.0000891476,0.0001429801,0.001169007,0.0002593567],"domain_scores_gemma":[0.9912026,0.0002139958,0.0002296493,0.0004411034,0.00745599,0.0004566241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004353624,0.00003296024,0.002385071,0.0001998542,0.00002899143,0.00003353508,0.00004444312,0.0005393964,0.0002648216,0.006183188,0.9519517,0.03829242],"study_design_scores_gemma":[0.00001961642,0.000004881818,0.0111806,0.00006953801,0.00001279233,0.00002079216,0.00004699047,0.0005351218,0.0002115795,0.0008515572,0.9870244,0.00002210163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004932178,0.007531577,0.003310111,0.01238459,0.009067218,0.0005216033,0.4970673,0.002459371,0.4627261],"genre_scores_gemma":[0.02298041,0.01098285,0.004921851,0.001705803,0.0006881917,0.0001748481,0.1738981,0.001112361,0.7835356],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9708616,"threshold_uncertainty_score":0.5202648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153635395073564,"score_gpt":0.2377690170312054,"score_spread":0.1862326630804697,"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."}}