{"id":"W3015169406","doi":"","title":"Glacier and hydrology changes in future climate over western Canada","year":2016,"lang":"en","type":"article","venue":"EGUGA","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Glacier; Hydrology (agriculture); Climate change; Physical geography; Glacier mass balance; Climatology; Geology; Environmental science; Geography; Oceanography","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":[0.0002922718,0.000153623,0.0001536998,0.0006535651,0.001520616,0.001444067,0.0004885803,0.0004787584,0.003082158],"category_scores_gemma":[0.001269236,0.0001840329,0.000384445,0.001448898,0.000548815,0.0006847108,0.0005294051,0.0006833994,0.0002231585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02289438,"about_ca_system_score_gemma":0.01943744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956185,"about_ca_topic_score_gemma":0.9978909,"domain_scores_codex":[0.9998372,0.000009348716,0.00001075819,0.00003767942,0.00003495664,0.00007014687],"domain_scores_gemma":[0.9992424,0.00006380834,0.0001191193,0.00002213412,0.0003502638,0.0002022774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00014624,0.00004095002,0.9840418,0.00002811014,0.00008729714,0.0001686802,0.001220146,0.00347742,0.0006817161,0.000863983,0.003148445,0.006095358],"study_design_scores_gemma":[0.000007782385,0.000004675333,0.9941431,0.00001475417,0.00002319979,0.00002662455,0.001254606,0.001951193,0.0001037326,0.00008356741,0.002375272,0.00001145742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940813,0.00023358,0.00006631759,0.0007034991,0.00001501204,0.000003832767,0.002958168,0.0000129716,0.00192533],"genre_scores_gemma":[0.9968261,0.000255748,0.00005874541,0.00005916511,0.000006290755,0.000002159037,0.001166978,0.000006185546,0.001618687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02289438,"threshold_uncertainty_score":0.1661112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008110792107666253,"score_gpt":0.186796646651546,"score_spread":0.1786858545438798,"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."}}