{"id":"W1988258351","doi":"10.1007/s00704-013-0991-0","title":"The effect of slope aspect on the response of snowpack to climate warming in the Pyrenees","year":2013,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Snowpack; Snow; Environmental science; Energy balance; Atmospheric sciences; Climate change; Snowmelt; Global warming; Climatology; Geology; Meteorology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285865,0.00009466321,0.0002117455,0.00001317675,0.0002139601,0.00001813643,0.0002412829,0.00003683769,0.0003842674],"category_scores_gemma":[0.00025052,0.00003459332,0.00003320392,0.000187476,0.0008034515,0.00001061163,0.00003786166,0.000110371,0.00005243798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001060883,"about_ca_system_score_gemma":0.000004860154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006521412,"about_ca_topic_score_gemma":0.00009668415,"domain_scores_codex":[0.9989787,0.0003063515,0.0002215847,0.0001242912,0.0001162131,0.0002528639],"domain_scores_gemma":[0.9903538,0.009358718,0.00005126289,0.0001945768,0.00001226135,0.00002936286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001396365,0.0000145192,0.08489788,0.00002081957,0.00001731295,0.00000127635,0.0009877606,0.0001020681,0.0002195246,0.9014699,0.0002975808,0.01057497],"study_design_scores_gemma":[0.0004882835,0.001196358,0.9371375,0.00002933313,0.0000321383,0.00001064847,0.004451828,0.001049929,0.002023033,0.05237536,0.001063862,0.0001417296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847059,0.0001333564,0.000007507577,0.00779816,0.0000387804,0.0003889157,0.000009421563,0.000005340675,0.006912577],"genre_scores_gemma":[0.9993008,0.0001213638,0.00003792865,0.0004993437,0.00001238578,0.00002095456,0.000001666708,0.000002036148,0.000003547887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8522396,"threshold_uncertainty_score":0.4207459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007745561195839382,"score_gpt":0.2207740817091955,"score_spread":0.2130285205133561,"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."}}