{"id":"W7006136721","doi":"","title":"A temporal assessment of fully polarimetric multifrequency SAR observations over the Canadian permafrost","year":2022,"lang":"en","type":"article","venue":"elib (German Aerospace Center)","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Vegetation (pathology); Synthetic aperture radar; Polarimetry; Test site; Backscatter (email); Space-based radar","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":[0.0002644571,0.0002903568,0.0001734667,0.001144721,0.00106546,0.00067322,0.000375211,0.0002176168,0.000544441],"category_scores_gemma":[0.000549673,0.000129394,0.0001463468,0.001691397,0.0002857203,0.000243669,0.000352357,0.0001784661,0.00008040803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003617307,"about_ca_system_score_gemma":0.0046349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9283231,"about_ca_topic_score_gemma":0.9805325,"domain_scores_codex":[0.9997094,0.000009952111,0.000006338762,0.00004945754,0.0001339238,0.00009085995],"domain_scores_gemma":[0.999445,0.00003245131,0.00005699109,0.00002062902,0.0003831731,0.00006174902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003785152,0.0001093166,0.8582355,0.0001231628,0.0001783368,0.0005543134,0.001425089,0.007841196,0.04583819,0.0004064509,0.001560438,0.08334957],"study_design_scores_gemma":[0.000002525685,0.00001584364,0.995144,0.000006740261,0.00001382534,0.00006555281,0.0003028334,0.002068087,0.000873572,0.00001463673,0.001481785,0.000010532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953691,0.0002288577,0.0005725044,0.00004325102,0.000003305182,0.0000161099,0.001537134,0.00002066639,0.002209046],"genre_scores_gemma":[0.9966961,0.0001752361,0.0008469528,0.00001581396,0.000003104448,0.000007308242,0.001535416,0.000005892949,0.0007142373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07167691,"threshold_uncertainty_score":0.144198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442863464570786,"score_gpt":0.2563445152714064,"score_spread":0.2419158806256985,"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."}}