{"id":"W3158147623","doi":"10.1080/07038992.2021.1907566","title":"RADARSAT Constellation Mission’s Operational Polarimetric Modes: A User-Driven Radar Architecture","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Remote Sensing","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Centre For Cold Ocean Resources Engineering; Environment and Climate Change Canada","funders":"Natural Resources Canada","keywords":"Polarimetry; Constellation; Remote sensing; Stokes parameters; Radar; Computer science; Polarimeter; Synthetic aperture radar; Scattering; Optics; Geography; Physics; Telecommunications; Astronomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305935,0.0001461253,0.000219875,0.000393978,0.0001553864,0.00008637896,0.0001007924,0.0001263166,0.00007150636],"category_scores_gemma":[0.00009606008,0.0001427258,0.0001047184,0.0004171136,0.0000458211,0.00008048689,0.000006984078,0.0003384111,0.000003339108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272925,"about_ca_system_score_gemma":0.0008348147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107964,"about_ca_topic_score_gemma":0.0009295531,"domain_scores_codex":[0.999096,0.00004454077,0.0003345629,0.000121278,0.0001818406,0.0002217807],"domain_scores_gemma":[0.999027,0.00008829288,0.00007648012,0.0001947516,0.0002454458,0.0003680635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002135086,0.00000206557,0.00003510895,0.00001337739,0.00005123433,0.0001721848,0.0001890848,0.00109294,0.003688887,0.0001749177,0.001702943,0.9928751],"study_design_scores_gemma":[0.0001864449,0.00001456188,0.00008325894,0.0001799617,0.00003836616,0.002771042,0.0001440994,0.05806924,0.02758702,0.0007488025,0.9099863,0.0001909716],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02091379,0.001943718,0.9709153,0.001305128,0.0002196864,0.00009432064,0.00001481916,0.00004499173,0.004548279],"genre_scores_gemma":[0.2954443,0.00004845717,0.7041185,0.0001447675,0.0001648645,9.391018e-10,0.000009144512,0.00002598571,0.00004397881],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9926841,"threshold_uncertainty_score":0.5820188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090458530742017,"score_gpt":0.2148348577428249,"score_spread":0.2039302724354047,"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."}}