{"id":"W2332244786","doi":"10.3189/2012jog11j248","title":"New shortwave infrared albedo measurements for snow specific surface area retrieval","year":2012,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Institut Polaire Français Paul Emile Victor; Centre National de la Recherche Scientifique; Dartmouth College; Thayer School of Engineering, Dartmouth College; National Science Foundation","keywords":"Snow; Albedo (alchemy); Shortwave; Remote sensing; Environmental science; Infrared; Radiative transfer; Integrating sphere; Geology; Optics; Physics; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006449922,0.0001049768,0.0002722334,0.00002673988,0.0001211875,0.00001596215,0.0001602981,0.0000801233,0.001804216],"category_scores_gemma":[0.0002684599,0.00007775801,0.0001215817,0.000132671,0.00004250876,0.0002070689,0.000008988327,0.0001363965,0.0000306846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001364749,"about_ca_system_score_gemma":0.00006401573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004401256,"about_ca_topic_score_gemma":0.00009014759,"domain_scores_codex":[0.9989516,0.00005148762,0.0003861244,0.00008703317,0.0001940589,0.0003297169],"domain_scores_gemma":[0.9989074,0.0003731596,0.0002634858,0.00009848542,0.0001667656,0.000190675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165689,0.00001981445,0.9308255,0.000004038087,0.00009899567,0.000002212251,0.0004192335,0.0006520078,0.0002468487,0.00003824024,0.06062033,0.006756192],"study_design_scores_gemma":[0.0006189077,0.000306862,0.8182083,0.00001098404,0.00003690249,0.0000511404,0.0003683516,0.0001034273,0.0001318867,0.0006025261,0.1794538,0.0001068632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786168,0.008368126,0.007097477,0.0008382614,0.003246893,0.0001617866,0.00002377683,0.000008450384,0.001638427],"genre_scores_gemma":[0.9804081,0.0005188171,0.0166505,0.0002707625,0.001362477,1.219751e-7,0.00002140083,0.000004654749,0.0007632147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188335,"threshold_uncertainty_score":0.9991083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09814297149338233,"score_gpt":0.2657991324923846,"score_spread":0.1676561609990022,"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."}}