{"id":"W1555705692","doi":"10.1109/igarss.2002.1025057","title":"Characterization of symmetric scattering using polarimetric SARs","year":2003,"lang":"en","type":"article","venue":"","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Polarimetry; Scattering; Characterization (materials science); Physics; Computer science; Optics","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":[0.0005447823,0.00063349,0.0003840324,0.001460949,0.000254491,0.000851132,0.0002192267,0.0002904628,0.00047858],"category_scores_gemma":[0.001151147,0.000211865,0.000204543,0.0008313884,0.0006898193,0.0007505768,0.0004404654,0.0003003717,0.0001642949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011465,"about_ca_system_score_gemma":0.0003570529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009037055,"about_ca_topic_score_gemma":0.0009747164,"domain_scores_codex":[0.999721,0.00008635624,0.00001204962,0.0000500592,0.00009787776,0.00003266068],"domain_scores_gemma":[0.9995207,0.0002160443,0.00007755759,0.0000609206,0.0001034442,0.00002141729],"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":[0.0003507349,0.00004726741,0.009790855,0.0001820575,0.00003478467,0.0004347111,0.000429094,0.2301089,0.3543619,0.07090056,0.001223752,0.3321354],"study_design_scores_gemma":[0.00001099112,0.00005693682,0.00607685,0.00001376975,0.0000145065,0.0003412787,0.00008661972,0.9187856,0.05615453,0.01615808,0.002269948,0.0000307717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1423285,0.000304259,0.8540518,0.0000815577,0.00001860395,0.00003176522,0.00007227741,0.0001702508,0.00294094],"genre_scores_gemma":[0.8271188,0.0005167337,0.1710886,0.00004053397,0.00003614616,0.00003270081,0.0002513815,0.00005418647,0.0008608944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001460949,"threshold_uncertainty_score":0.002881169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398130421391727,"score_gpt":0.2245791260111397,"score_spread":0.2105978217972224,"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."}}