{"id":"W4402260838","doi":"10.1109/igarss53475.2024.10641854","title":"Investigation of Polarimetric L-band ALOS2 and UAVSAR, and P-band AIRMOSS for Permafrost Characterization along the Inuvik-Tuktoyaktuk Highway","year":2024,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Permafrost; Remote sensing; Characterization (materials science); L band; Geology; Environmental science; Materials science; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000361194,0.0003297149,0.0001379513,0.0004699458,0.0001626477,0.000331649,0.0001843784,0.0001782596,0.0002875869],"category_scores_gemma":[0.0002903344,0.0001327224,0.0001200082,0.000398606,0.0001838216,0.0003119698,0.0001434015,0.0001176431,0.000105446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947034,"about_ca_system_score_gemma":0.0002072296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006704889,"about_ca_topic_score_gemma":0.02087286,"domain_scores_codex":[0.9997935,0.00004804514,0.000004868374,0.00003595341,0.00008999294,0.0000276856],"domain_scores_gemma":[0.9998018,0.00003643092,0.00002885025,0.00001212314,0.00009958592,0.00002112477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001684131,0.0002614308,0.2181711,0.0002020317,0.0001410417,0.0009165863,0.0005504676,0.07918017,0.5994851,0.0006441838,0.001515559,0.09724829],"study_design_scores_gemma":[0.00007148494,0.0008028937,0.5944492,0.00002086052,0.0001157166,0.0003518469,0.00111075,0.2856894,0.1154422,0.000223553,0.001678873,0.00004318518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949018,0.00006657753,0.003442685,0.00002347698,0.000003184331,0.00001050364,0.0001324411,0.00005924122,0.001360142],"genre_scores_gemma":[0.9957421,0.00005590999,0.00344544,0.00001061056,0.000003218582,0.00000684044,0.0002604125,0.00001218675,0.0004631586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9932951,"threshold_uncertainty_score":0.01333171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442393028933773,"score_gpt":0.231314462597488,"score_spread":0.1968905323081503,"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."}}