{"id":"W7109639774","doi":"10.21227/n767-wc56","title":"\"Paired Sentinel-1 and Sentinel-2 Images and Google Satellite Embeddings for 3 Locations in California, Edmonton, and Fairbanks\"","year":2025,"lang":"","type":"dataset","venue":"IEEE DataPort","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Satellite; Geospatial analysis; Cloud computing; Satellite image; Satellite imagery; Inpainting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003068836,0.002414023,0.002897559,0.002150118,0.0009402888,0.001478595,0.001173862,0.001284215,0.0001301483],"category_scores_gemma":[0.001177406,0.002813819,0.0002568314,0.001668816,0.001872716,0.001729688,0.001632711,0.001409622,0.0002202465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295461,"about_ca_system_score_gemma":0.0009729181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847251,"about_ca_topic_score_gemma":0.002114299,"domain_scores_codex":[0.9885132,0.0003551009,0.003385254,0.004551567,0.0009643588,0.002230528],"domain_scores_gemma":[0.9922567,0.001073251,0.001776951,0.003197857,0.0007141386,0.0009810947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004707934,0.0006463932,0.01784551,0.005119126,0.000575125,0.0002227271,0.0002081039,0.000008856021,0.002883638,0.00002263341,0.970486,0.001511081],"study_design_scores_gemma":[0.005325393,0.00009446376,0.01081551,0.002057476,0.002317396,0.0003706161,0.0004518336,0.002734414,0.0007729186,0.0001975556,0.9722463,0.002616075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01603108,0.01041049,0.0003194105,0.0006840021,0.0005989092,0.004304898,0.9673781,0.0001684869,0.0001046457],"genre_scores_gemma":[0.004226991,0.01397876,0.0009547322,0.0005798274,0.0005075528,0.0007904771,0.9766434,0.0002789219,0.002039309],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01180409,"threshold_uncertainty_score":0.999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492003847220029,"score_gpt":0.2902870635971803,"score_spread":0.27536702512498,"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."}}