{"id":"W1995298715","doi":"10.4296/cwrj3402127","title":"Progress in Canadian Snow and Frozen Ground Hydrology, 2003-2007","year":2009,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Hydrology (agriculture); Snow; Marsh; Surface runoff; Environmental science; Geology; Physical geography; Geomorphology; Geography; Oceanography; Wetland; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001063029,0.0007986926,0.0003413642,0.004808842,0.00157846,0.001988136,0.0008402113,0.000242509,0.004403795],"category_scores_gemma":[0.00240178,0.0002315036,0.0005813454,0.009685654,0.0004475641,0.0007621446,0.0007667255,0.0005177134,0.0005850967],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03825266,"about_ca_system_score_gemma":0.08435587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966387,"about_ca_topic_score_gemma":0.9981763,"domain_scores_codex":[0.9990135,0.00003096481,0.00004454254,0.0001178239,0.0006398788,0.0001532287],"domain_scores_gemma":[0.9967082,0.00009979311,0.0001823194,0.00004451937,0.002735602,0.0002295936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003232072,0.00006046921,0.2779882,0.002140307,0.000220735,0.0002926044,0.002061065,0.003927605,0.002817655,0.006837105,0.0917605,0.6115705],"study_design_scores_gemma":[0.00001672402,0.00003522406,0.572892,0.00053459,0.0001378426,0.0001183887,0.001238111,0.002243128,0.002140515,0.0003350471,0.4202354,0.00007308304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3787577,0.1716179,0.01401238,0.01722187,0.001413488,0.0003878346,0.2010137,0.00226949,0.2133057],"genre_scores_gemma":[0.704913,0.1354719,0.01996986,0.001766937,0.0003763651,0.0001418776,0.0750969,0.000352409,0.06191075],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9617473,"threshold_uncertainty_score":0.2775438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732294882404369,"score_gpt":0.2086187852201273,"score_spread":0.1912958363960836,"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."}}