{"id":"W2046126744","doi":"10.1139/p02-119","title":"Backscattering from snow and ice: Laboratory and field measurements","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Snow; Brightness; Photometry (optics); Optics; Remote sensing; Astronomy; Astrophysics; Stars; Meteorology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005833405,0.0003889847,0.0003534848,0.0004788106,0.0004901747,0.0003098371,0.0003812425,0.0003805845,0.0007667983],"category_scores_gemma":[0.0004086414,0.0001530726,0.0001581933,0.0004539213,0.0005307528,0.0002967491,0.0003221867,0.0002472279,0.0002636774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582816,"about_ca_system_score_gemma":0.0002262246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880214,"about_ca_topic_score_gemma":0.002185645,"domain_scores_codex":[0.9996645,0.0000513088,0.00001597026,0.00009121112,0.0001189765,0.00005808091],"domain_scores_gemma":[0.9995468,0.0001273147,0.00006588416,0.00005376595,0.0001516223,0.00005457886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001258282,0.0008482255,0.03168768,0.0001510353,0.00005443667,0.0002014813,0.0005110639,0.00255372,0.9406667,0.0004425805,0.0007249222,0.02089998],"study_design_scores_gemma":[0.0003358294,0.004649954,0.09718975,0.00004244479,0.0001454249,0.00117179,0.0006775202,0.01878545,0.8721476,0.0007456333,0.004051347,0.00005738827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949883,0.0001712643,0.003686867,0.00002004371,0.00000969051,0.00003045214,0.0002126387,0.00008031076,0.0008003521],"genre_scores_gemma":[0.9944304,0.0001594735,0.004536368,0.00002505682,0.0000162381,0.00004024204,0.0004130928,0.00001554238,0.0003635546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001880214,"threshold_uncertainty_score":0.003738582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425739450740733,"score_gpt":0.208308635574164,"score_spread":0.1940512410667566,"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."}}