{"id":"W7052527128","doi":"","title":"Snow microwave emission modelling (applications on the Antarctic ice cap and on Quebec)","year":2009,"lang":"fr","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice caps; Snow; Snow cover; Western europe","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":[0.0001315431,0.0004728729,0.0001786271,0.0002529156,0.0004777331,0.0006351437,0.000463222,0.0003765654,0.009473311],"category_scores_gemma":[0.0003777798,0.0001735369,0.0003053093,0.00056979,0.00009731806,0.0002735336,0.0002160357,0.0002474581,0.0008229453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321472,"about_ca_system_score_gemma":0.00258579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9022586,"about_ca_topic_score_gemma":0.9326381,"domain_scores_codex":[0.9999552,0.000006962138,0.00000178581,0.00001156941,0.00001234939,0.00001211228],"domain_scores_gemma":[0.99991,0.00001522648,0.000006109957,0.000007068867,0.00005390786,0.000007766163],"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":[0.0001648255,0.00008588695,0.0311874,0.0002323574,0.0001779211,0.0004009607,0.0002829458,0.7254519,0.01259227,0.00344653,0.03549029,0.1904867],"study_design_scores_gemma":[0.0000510698,0.00002558,0.02861711,0.00004642359,0.0000405253,0.00004175469,0.0001959065,0.9327645,0.002719347,0.0006837272,0.03478996,0.00002395834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6356214,0.002929162,0.1699777,0.002192352,0.0003559473,0.0005801735,0.04029709,0.01244825,0.1355979],"genre_scores_gemma":[0.8981416,0.0009741532,0.04603655,0.0001500393,0.00003666256,0.0001157492,0.009290907,0.0004484899,0.04480587],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09774137,"threshold_uncertainty_score":0.1966339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688023029382592,"score_gpt":0.2421031046121196,"score_spread":0.2252228743182937,"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."}}