{"id":"W3005921592","doi":"","title":"Climate model performance and its implications for future glacier mass balance in southwestern Canada","year":2009,"lang":"en","type":"article","venue":"AGUFM","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Glacier mass balance; Glacier; Balance (ability); Climate change; Climatology; Physical geography; Climate model; Geology; Geography; Environmental science; 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":[0.0009761885,0.0005548997,0.0004513683,0.000491009,0.001601112,0.002238434,0.001211375,0.000653406,0.002913833],"category_scores_gemma":[0.003007933,0.0003008239,0.0005560096,0.000987767,0.0004759725,0.0009514758,0.0003507728,0.0005304026,0.0003478664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02682738,"about_ca_system_score_gemma":0.017165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911711,"about_ca_topic_score_gemma":0.9910398,"domain_scores_codex":[0.9997,0.00005494362,0.00002077088,0.0000810466,0.0000633546,0.00007997819],"domain_scores_gemma":[0.9989551,0.0001916588,0.00005946255,0.00006977248,0.0005993235,0.0001246147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007047848,0.0001228787,0.2587819,0.00007877879,0.0003083079,0.0001310848,0.000305938,0.711437,0.002431473,0.001399877,0.007418283,0.01687976],"study_design_scores_gemma":[0.0003495146,0.00006795652,0.2131156,0.0000639299,0.0002337373,0.00004983136,0.0007045594,0.7761568,0.003412776,0.0006866541,0.0050353,0.000123224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898897,0.0002910579,0.0004600633,0.0006968184,0.00004029185,0.00001247624,0.003951423,0.0002441708,0.004414116],"genre_scores_gemma":[0.9957781,0.0001461499,0.0004954111,0.00006244572,0.000005647758,0.000005280249,0.002008248,0.00004774688,0.00145096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02682738,"threshold_uncertainty_score":0.1946472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572251805785592,"score_gpt":0.2094008825637356,"score_spread":0.1936783645058797,"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."}}