{"id":"W4239704393","doi":"10.1029/2021ea001768","title":"Polarimetric Portraits","year":2021,"lang":"en","type":"article","venue":"Earth and Space Science","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Polarimetry; Remote sensing; Stokes parameters; Radar; Bistatic radar; Computer science; Radar imaging; Physics; Geology; Optics; Scattering; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001839092,0.0005994542,0.0001693956,0.002232807,0.0007386091,0.002195801,0.0003433406,0.0005202276,0.05652267],"category_scores_gemma":[0.0007920914,0.0001739142,0.0002260521,0.001592861,0.001153317,0.001046971,0.0009344171,0.001015355,0.01753861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004297081,"about_ca_system_score_gemma":0.0002383164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009891904,"about_ca_topic_score_gemma":0.0009295625,"domain_scores_codex":[0.9997985,0.00003428479,0.000008926712,0.00004801387,0.00009120611,0.0000191552],"domain_scores_gemma":[0.9996796,0.00006979778,0.00002832938,0.00007487102,0.0001277052,0.00001964937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002743037,0.00001793906,0.002037698,0.0003843675,0.00003358065,0.001429288,0.002175395,0.01024807,0.02646541,0.4356727,0.186615,0.3346463],"study_design_scores_gemma":[0.000009495291,0.00001701978,0.001543979,0.00008581395,0.00001025056,0.001660446,0.0006068042,0.002698387,0.004265992,0.03693319,0.9521432,0.00002541431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01074544,0.002458726,0.09599781,0.002191277,0.001331714,0.00006277802,0.004000961,0.001313636,0.8818977],"genre_scores_gemma":[0.4498753,0.01117538,0.0927375,0.002543793,0.0021102,0.0002652235,0.01195691,0.00223605,0.4270996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05652267,"threshold_uncertainty_score":0.1890872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005613839405339967,"score_gpt":0.2073966344491659,"score_spread":0.2017827950438259,"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."}}