{"id":"W2999475767","doi":"10.4095/321454","title":"Evaluating simulated compact polarimetry for Emergency Geomatics Service flood mapping","year":2020,"lang":"en","type":"report","venue":"","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geomatics; Flood myth; Polarimetry; Service (business); Remote sensing; Geography; Computer science; Tornado; Cartography; Meteorology; Business; Physics; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001924455,0.0006061288,0.000382381,0.0007470752,0.0002744594,0.0008569701,0.0006095623,0.0004320776,0.0006808323],"category_scores_gemma":[0.003967452,0.000246594,0.0003534527,0.0009921376,0.000486407,0.0005945868,0.0005100493,0.0002793632,0.0001460253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263842,"about_ca_system_score_gemma":0.0007286983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02979313,"about_ca_topic_score_gemma":0.02844833,"domain_scores_codex":[0.9994085,0.0002309035,0.0000236911,0.00007466856,0.0001936216,0.00006860885],"domain_scores_gemma":[0.9983798,0.0007236526,0.0001150663,0.0001576935,0.0005420525,0.0000817285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00100684,0.0002911967,0.02303347,0.0000878516,0.00007422248,0.0001142623,0.0001456377,0.9262783,0.01013961,0.0005350161,0.0007659923,0.03752762],"study_design_scores_gemma":[0.00008780622,0.0002376255,0.01478269,0.000007568246,0.000025777,0.00001927591,0.0001248263,0.9768151,0.007368592,0.0001415264,0.0003744773,0.00001467246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861819,0.00005488655,0.01069351,0.00006429568,0.00001451954,0.00009135139,0.0004619384,0.0002547019,0.002182872],"genre_scores_gemma":[0.988378,0.00004068056,0.01057146,0.00001260636,0.000003816142,0.00002429497,0.0007427556,0.0000234346,0.000203046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02979313,"threshold_uncertainty_score":0.05923939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372791370989236,"score_gpt":0.3750903535318896,"score_spread":0.237811216432966,"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."}}